case_candidate

ow

ours

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/browned_pie/best+homemade+pie+crust.jpg
Sample ['browned', 'pie']:
Predicted Pair: ['frozen', 'pie'] ❌

troika

Image: deflated_ball/24-deflated-ball.jpg
True Combination: ('deflated', 'ball')
Predicted Combination: ('dented', 'ball')
Result: ❌
image

ow_succes_case

Image: weathered_door/5439d652729a0de954a40ca6fddd4ff6.jpg
True Combination: ('weathered', 'door')
Predicted Combination: ('cracked', 'door')
Result: ❌
image

Image: cracked_wall/3279091857_209f5345f4_z.jpg
True Combination: ('cracked', 'wall')
Predicted Combination: ('cracked', 'house')
Result: ❌
image

Image: wet_dog/427455181869626fe116eb100a4b4bbd.jpg
True Combination: ('wet', 'dog')
Predicted Combination: ('young', 'dog')
Result: ❌
image

Image: dry_lake/dry-lake.jpg
True Combination: ('dry', 'lake')
Predicted Combination: ('dry', 'pond')
Result: ❌
image

Image: cooked_chicken/roast-chicken-600x418.jpg
True Combination: ('cooked', 'chicken')
Predicted Combination: ('cut', 'chicken')
Result: ❌
image

Image: weathered_concrete/unpainted-weathered-concrete-set-3-pier-caps-ornament-[3]-7594-p.jpg
True Combination: ('weathered', 'concrete')
Predicted Combination: ('sharp', 'stone')
Result: ❌
image

Image: wet_dog/Wet-Dog-900px.jpg
True Combination: ('wet', 'dog')
Predicted Combination: ('muddy', 'dog')
Result: ❌
image

ours

Image: deflated_ball/2543753026_94927742c6_z.jpg
True Combination: ('deflated', 'ball')
Predicted Combination: ('ruffled', 'balloon')
Result: ❌
image

cw

cw_failure case

troika

Image: browned_pie/chess+pie+3.jpg
True Combination: ('browned', 'pie')
Predicted Combination: ('cooked', 'pie')
Result: ❌

cw_succes_case

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/engraved_camera/4c6f964024d68694b44115f843f8e8e1.jpg
Sample ['engraved', 'camera']:
Predicted Pair: ['lightweight', 'camera'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/sliced_fruit/d4e756ee87da967687b8ab8ede3f8302.jpg
Sample ['sliced', 'fruit']:
Predicted Pair: ['dark', 'berry'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/melted_cheese/d75cacea65ed751f8900571446f158f5.jpg
Sample ['melted', 'cheese']:
Predicted Pair: ['caramelized', 'cheese'] ❌

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/browned_sugar/DIY-Brown-Sugar.jpg
Sample ['browned', 'sugar']:
Predicted Pair: ['caramelized', 'sugar'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/folded_book/fbeab075a6de41b2d38736f970319942.jpg
Sample ['folded', 'book']:
Predicted Pair: ['thick', 'book'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/mossy_boulder/mossy-boulder.jpg
Sample ['mossy', 'boulder']:
Predicted Pair: ['dry', 'moss'] ❌
image

map[('ancient', 'building'), ('ancient', 'castle'), ('ancient', 'church'), ('ancient', 'city'), ('ancient', 'coin'), ('ancient', 'computer'), ('ancient', 'highway'), ('ancient', 'jungle'), ('ancient', 'library'), ('ancient', 'plant'), ('ancient', 'tower'), ('barren', 'beach'), ('barren', 'bush'), ('barren', 'cave'), ('barren', 'cliff'), ('barren', 'coast'), ('barren', 'desert'), ('barren', 'farm'), ('barren', 'field'), ('barren', 'forest'), ('barren', 'ground'), ('barren', 'island'), ('barren', 'mountain'), ('barren', 'plant'), ('barren', 'shore'), ('barren', 'tree'), ('barren', 'valley'), ('bent', 'handle'), ('bent', 'knife'), ('bent', 'screw'), ('bent', 'tube'), ('blunt', 'blade'), ('bright', 'basement'), ('bright', 'berry'), ('bright', 'castle'), ('bright', 'field'), ('bright', 'lightbulb'), ('bright', 'ocean'), ('bright', 'room'), ('bright', 'sea'), ('bright', 'sky'), ('bright', 'street'), ('broken', 'belt'), ('broken', 'branch'), ('broken', 'bridge'), ('broken', 'bus'), ('broken', 'cable'), ('broken', 'car'), ('broken', 'chains'), ('broken', 'chair'), ('broken', 'city'), ('broken', 'clock'), ('broken', 'cloud'), ('broken', 'column'), ('broken', 'computer'), ('broken', 'cord'), ('broken', 'fan'), ('broken', 'garage'), ('broken', 'gate'), ('broken', 'gear'), ('broken', 'glass'), ('broken', 'jewelry'), ('broken', 'key'), ('broken', 'keyboard'), ('broken', 'laptop'), ('broken', 'lightbulb'), ('broken', 'log'), ('broken', 'necklace'), ('broken', 'river'), ('broken', 'shell'), ('broken', 'shore'), ('broken', 'shower'), ('broken', 'sword'), ('broken', 'tile'), ('broken', 'tower'), ('broken', 'toy'), ('broken', 'trail'), ('broken', 'vacuum'), ('broken', 'valley'), ('broken', 'wheel'), ('broken', 'window'), ('broken', 'wire'), ('browned', 'bread'), ('browned', 'butter'), ('browned', 'cake'), ('browned', 'chicken'), ('browned', 'cookie'), ('browned', 'meat'), ('browned', 'potato'), ('browned', 'sandwich'), ('browned', 'sugar'), ('browned', 'well'), ('brushed', 'brass'), ('brushed', 'bronze'), ('brushed', 'clock'), ('brushed', 'cotton'), ('brushed', 'flame'), ('brushed', 'granite'), ('brushed', 'mat'), ('brushed', 'metal'), ('brushed', 'screw'), ('brushed', 'silk'), ('brushed', 'steel'), ('brushed', 'velvet'), ('brushed', 'wool'), ('burnt', 'boat'), ('burnt', 'branch'), ('burnt', 'bread'), ('burnt', 'bronze'), ('burnt', 'building'), ('burnt', 'bus'), ('burnt', 'bush'), ('burnt', 'butter'), ('burnt', 'canyon'), ('burnt', 'church'), ('burnt', 'clay'), ('burnt', 'coal'), ('burnt', 'creek'), ('burnt', 'forest'), ('burnt', 'house'), ('burnt', 'lightbulb'), ('burnt', 'moss'), ('burnt', 'mountain'), ('burnt', 'orange'), ('burnt', 'palm'), ('burnt', 'pie'), ('burnt', 'pizza'), ('burnt', 'pot'), ('burnt', 'smoke'), ('burnt', 'tiger'), ('burnt', 'tower'), ('burnt', 'tree'), ('burnt', 'truck'), ('burnt', 'valley'), ('caramelized', 'banana'), ('caramelized', 'bread'), ('caramelized', 'cheese'), ('caramelized', 'chicken'), ('caramelized', 'coffee'), ('caramelized', 'cookie'), ('caramelized', 'fish'), ('caramelized', 'fruit'), ('caramelized', 'garlic'), ('caramelized', 'lemon'), ('caramelized', 'nut'), ('caramelized', 'pear'), ('caramelized', 'persimmon'), ('caramelized', 'tomato'), ('chipped', 'beef'), ('chipped', 'branch'), ('chipped', 'card'), ('chipped', 'chocolate'), ('chipped', 'concrete'), ('chipped', 'furniture'), ('chipped', 'gear'), ('chipped', 'gemstone'), ('chipped', 'granite'), ('chipped', 'house'), ('chipped', 'paint'), ('chipped', 'steps'), ('chipped', 'stone'), ('chipped', 'tile'), ('chipped', 'wood'), ('clean', 'bathroom'), ('clean', 'carpet'), ('clean', 'clothes'), ('clean', 'oil'), ('clean', 'pool'), ('clean', 'shower'), ('clean', 'smoke'), ('clean', 'tile'), ('clean', 'water'), ('clean', 'window'), ('clear', 'lake'), ('clear', 'ocean'), ('clear', 'pond'), ('clear', 'sky'), ('clear', 'soup'), ('clear', 'stream'), ('clear', 'water'), ('closed', 'book'), ('closed', 'door'), ('cloudy', 'bay'), ('cluttered', 'cabinet'), ('cluttered', 'garage'), ('cluttered', 'nest'), ('cluttered', 'room'), ('cluttered', 'table'), ('coiled', 'bowl'), ('coiled', 'bracelet'), ('coiled', 'brass'), ('coiled', 'cable'), ('coiled', 'candle'), ('coiled', 'clay'), ('coiled', 'fabric'), ('coiled', 'handle'), ('coiled', 'key'), ('coiled', 'mat'), ('coiled', 'necklace'), ('coiled', 'pasta'), ('coiled', 'plate'), ('coiled', 'pot'), ('coiled', 'ribbon'), ('coiled', 'ring'), ('coiled', 'rope'), ('coiled', 'snake'), ('coiled', 'steel'), ('coiled', 'thread'), ('coiled', 'tube'), ('coiled', 'wire'), ('cooked', 'beef'), ('cooked', 'eggs'), ('cooked', 'fish'), ('cored', 'aluminum'), ('cored', 'apple'), ('cored', 'boulder'), ('cored', 'candle'), ('cored', 'column'), ('cored', 'drum'), ('cored', 'pear'), ('cored', 'sandwich'), ('cored', 'wire'), ('cracked', 'basement'), ('cracked', 'clay'), ('cracked', 'concrete'), ('cracked', 'door'), ('cracked', 'floor'), ('cracked', 'frame'), ('cracked', 'glass'), ('cracked', 'hose'), ('cracked', 'ice'), ('cracked', 'keyboard'), ('cracked', 'laptop'), ('cracked', 'mirror'), ('cracked', 'mud'), ('cracked', 'phone'), ('cracked', 'pot'), ('cracked', 'shell'), ('cracked', 'shower'), ('cracked', 'sky'), ('cracked', 'wheel'), ('cracked', 'window'), ('creased', 'card'), ('creased', 'clothes'), ('creased', 'dress'), ('creased', 'envelope'), ('creased', 'hat'), ('creased', 'jacket'), ('creased', 'pants'), ('creased', 'paper'), ('crinkled', 'bag'), ('crinkled', 'cotton'), ('crinkled', 'dress'), ('crinkled', 'fabric'), ('crinkled', 'hose'), ('crinkled', 'jacket'), ('crinkled', 'leaf'), ('crinkled', 'newspaper'), ('crinkled', 'nut'), ('crinkled', 'palm'), ('crinkled', 'ribbon'), ('crinkled', 'ring'), ('crinkled', 'shirt'), ('crinkled', 'wall'), ('crinkled', 'wax'), ('crumpled', 'aluminum'), ('crumpled', 'ball'), ('crumpled', 'balloon'), ('crumpled', 'bike'), ('crumpled', 'bus'), ('crumpled', 'car'), ('crumpled', 'card'), ('crumpled', 'clothes'), ('crumpled', 'dress'), ('crumpled', 'envelope'), ('crumpled', 'flower'), ('crumpled', 'hat'), ('crumpled', 'pants'), ('crumpled', 'plastic'), ('crumpled', 'ribbon'), ('crumpled', 'shirt'), ('crumpled', 'shorts'), ('crumpled', 'silk'), ('crumpled', 'sky'), ('crumpled', 'tie'), ('crumpled', 'wax'), ('crushed', 'bay'), ('crushed', 'bean'), ('crushed', 'candy'), ('crushed', 'car'), ('crushed', 'concrete'), ('crushed', 'cookie'), ('crushed', 'cotton'), ('crushed', 'garlic'), ('crushed', 'gemstone'), ('crushed', 'glass'), ('crushed', 'ice'), ('crushed', 'leaf'), ('crushed', 'lightbulb'), ('crushed', 'nut'), ('crushed', 'potato'), ('crushed', 'sand'), ('crushed', 'silk'), ('crushed', 'stone'), ('crushed', 'sugar'), ('crushed', 'town'), ('crushed', 'velvet'), ('curved', 'blade'), ('curved', 'desk'), ('curved', 'highway'), ('curved', 'hose'), ('curved', 'pool'), ('curved', 'shower'), ('curved', 'stream'), ('curved', 'sword'), ('curved', 'tube'), ('curved', 'wave'), ('cut', 'coin'), ('cut', 'deck'), ('cut', 'diamond'), ('cut', 'foam'), ('cut', 'gemstone'), ('cut', 'mat'), ('cut', 'paste'), ('cut', 'ring'), ('cut', 'stone'), ('cut', 'tile'), ('cut', 'velvet'), ('damp', 'canyon'), ('damp', 'carpet'), ('damp', 'clay'), ('damp', 'clothes'), ('damp', 'dust'), ('damp', 'forest'), ('damp', 'ground'), ('damp', 'moss'), ('dark', 'cloud'), ('dark', 'lightning'), ('dark', 'ocean'), ('dark', 'sea'), ('dark', 'street'), ('deflated', 'bag'), ('deflated', 'balloon'), ('deflated', 'boat'), ('deflated', 'bubble'), ('deflated', 'castle'), ('deflated', 'tire'), ('deflated', 'toy'), ('dented', 'ball'), ('dented', 'bike'), ('dented', 'bottle'), ('dented', 'box'), ('dented', 'brass'), ('dented', 'bucket'), ('dented', 'door'), ('dented', 'drum'), ('dented', 'fan'), ('dented', 'fence'), ('dented', 'garage'), ('dented', 'metal'), ('dented', 'roof'), ('dented', 'truck'), ('dented', 'wheel'), ('diced', 'bean'), ('diced', 'beef'), ('diced', 'butter'), ('diced', 'eggs'), ('diced', 'foam'), ('diced', 'fruit'), ('diced', 'garlic'), ('diced', 'lemon'), ('diced', 'meat'), ('diced', 'potato'), ('diced', 'salad'), ('diced', 'seafood'), ('diced', 'vegetable'), ('dirty', 'bathroom'), ('dirty', 'carpet'), ('dirty', 'coal'), ('dirty', 'floor'), ('dirty', 'house'), ('dirty', 'oil'), ('dirty', 'pool'), ('dirty', 'room'), ('dirty', 'water'), ('draped', 'bubble'), ('draped', 'chains'), ('draped', 'coat'), ('draped', 'column'), ('draped', 'jacket'), ('draped', 'silk'), ('draped', 'table'), ('draped', 'tulip'), ('draped', 'velvet'), ('draped', 'wool'), ('dry', 'branch'), ('dry', 'bush'), ('dry', 'canyon'), ('dry', 'clay'), ('dry', 'clothes'), ('dry', 'desert'), ('dry', 'dirt'), ('dry', 'dust'), ('dry', 'ground'), ('dry', 'lake'), ('dry', 'mud'), ('dry', 'pond'), ('dry', 'river'), ('dry', 'sand'), ('dry', 'valley'), ('dry', 'well'), ('dull', 'bronze'), ('empty', 'bag'), ('empty', 'balloon'), ('empty', 'bathroom'), ('empty', 'bottle'), ('empty', 'bus'), ('empty', 'cabinet'), ('empty', 'desk'), ('empty', 'field'), ('empty', 'highway'), ('empty', 'library'), ('empty', 'nest'), ('empty', 'room'), ('empty', 'sky'), ('empty', 'street'), ('empty', 'table'), ('empty', 'toy'), ('engraved', 'aluminum'), ('engraved', 'belt'), ('engraved', 'blade'), ('engraved', 'bottle'), ('engraved', 'boulder'), ('engraved', 'box'), ('engraved', 'bracelet'), ('engraved', 'brass'), ('engraved', 'candle'), ('engraved', 'card'), ('engraved', 'ceramic'), ('engraved', 'diamond'), ('engraved', 'frame'), ('engraved', 'gemstone'), ('engraved', 'glass'), ('engraved', 'granite'), ('engraved', 'handle'), ('engraved', 'jewelry'), ('engraved', 'knife'), ('engraved', 'leaf'), ('engraved', 'mirror'), ('engraved', 'necklace'), ('engraved', 'penny'), ('engraved', 'plate'), ('engraved', 'redwood'), ('engraved', 'ring'), ('engraved', 'river'), ('engraved', 'screw'), ('engraved', 'wood'), ('eroded', 'basement'), ('eroded', 'boulder'), ('eroded', 'bush'), ('eroded', 'cliff'), ('eroded', 'coast'), ('eroded', 'farm'), ('eroded', 'fig'), ('eroded', 'mud'), ('eroded', 'road'), ('eroded', 'rock'), ('eroded', 'shore'), ('eroded', 'steps'), ('eroded', 'stream'), ('eroded', 'valley'), ('fallen', 'tower'), ('filled', 'balloon'), ('filled', 'bottle'), ('filled', 'sky'), ('foggy', 'beach'), ('foggy', 'coast'), ('foggy', 'creek'), ('foggy', 'sky'), ('foggy', 'street'), ('folded', 'basket'), ('folded', 'bike'), ('folded', 'box'), ('folded', 'card'), ('folded', 'chains'), ('folded', 'chair'), ('folded', 'clothes'), ('folded', 'diamond'), ('folded', 'envelope'), ('folded', 'fabric'), ('folded', 'fan'), ('folded', 'knife'), ('folded', 'leaf'), ('folded', 'mat'), ('folded', 'newspaper'), ('folded', 'paper'), ('folded', 'ribbon'), ('folded', 'roof'), ('frayed', 'basket'), ('frayed', 'belt'), ('frayed', 'cable'), ('frayed', 'coat'), ('frayed', 'cord'), ('frayed', 'fabric'), ('frayed', 'fan'), ('frayed', 'flower'), ('frayed', 'jacket'), ('frayed', 'necklace'), ('frayed', 'pants'), ('frayed', 'shirt'), ('frayed', 'shorts'), ('frayed', 'thread'), ('frayed', 'tie'), ('fresh', 'bean'), ('fresh', 'berry'), ('fresh', 'bread'), ('fresh', 'cheese'), ('fresh', 'coffee'), ('fresh', 'dirt'), ('fresh', 'eggs'), ('fresh', 'fig'), ('fresh', 'flower'), ('fresh', 'garlic'), ('fresh', 'lemon'), ('fresh', 'orange'), ('fresh', 'pizza'), ('fresh', 'plant'), ('fresh', 'tea'), ('fresh', 'tomato'), ('frozen', 'beef'), ('frozen', 'bread'), ('frozen', 'chicken'), ('frozen', 'ice'), ('frozen', 'meat'), ('frozen', 'milk'), ('frozen', 'orange'), ('frozen', 'pizza'), ('frozen', 'salmon'), ('frozen', 'seafood'), ('frozen', 'soup'), ('full', 'bathroom'), ('grimy', 'boat'), ('grimy', 'carpet'), ('grimy', 'coal'), ('grimy', 'dirt'), ('grimy', 'dust'), ('grimy', 'kitchen'), ('grimy', 'room'), ('grimy', 'shower'), ('grimy', 'smoke'), ('grimy', 'truck'), ('heavy', 'armor'), ('heavy', 'building'), ('heavy', 'camera'), ('heavy', 'coat'), ('heavy', 'cotton'), ('heavy', 'oil'), ('heavy', 'rubber'), ('heavy', 'wool'), ('huge', 'animal'), ('huge', 'bathroom'), ('huge', 'bear'), ('huge', 'bottle'), ('huge', 'bubble'), ('huge', 'cave'), ('huge', 'dog'), ('huge', 'elephant'), ('huge', 'iguana'), ('huge', 'lightbulb'), ('huge', 'room'), ('huge', 'tiger'), ('huge', 'toy'), ('inflated', 'bag'), ('inflated', 'ball'), ('inflated', 'balloon'), ('inflated', 'bubble'), ('inflated', 'castle'), ('inflated', 'rubber'), ('inflated', 'tire'), ('large', 'bag'), ('large', 'bathroom'), ('large', 'box'), ('large', 'bubble'), ('large', 'bucket'), ('large', 'building'), ('large', 'bus'), ('large', 'camera'), ('large', 'candle'), ('large', 'cave'), ('large', 'city'), ('large', 'clock'), ('large', 'cookie'), ('large', 'desk'), ('large', 'dog'), ('large', 'farm'), ('large', 'fire'), ('large', 'fish'), ('large', 'frame'), ('large', 'garage'), ('large', 'garden'), ('large', 'house'), ('large', 'island'), ('large', 'kitchen'), ('large', 'knife'), ('large', 'lake'), ('large', 'laptop'), ('large', 'library'), ('large', 'lightbulb'), ('large', 'plant'), ('large', 'pond'), ('large', 'pool'), ('large', 'pot'), ('large', 'room'), ('large', 'tree'), ('large', 'truck'), ('large', 'window'), ('lightweight', 'armor'), ('lightweight', 'bag'), ('lightweight', 'boat'), ('lightweight', 'building'), ('lightweight', 'gear'), ('lightweight', 'water'), ('lightweight', 'wool'), ('loose', 'pants'), ('loose', 'rope'), ('loose', 'screw'), ('loose', 'shirt'), ('mashed', 'banana'), ('mashed', 'bean'), ('mashed', 'garlic'), ('mashed', 'vegetable'), ('melted', 'bottle'), ('melted', 'butter'), ('melted', 'candle'), ('melted', 'candy'), ('melted', 'chocolate'), ('melted', 'clock'), ('melted', 'ice'), ('melted', 'lead'), ('melted', 'milk'), ('melted', 'snow'), ('melted', 'sugar'), ('melted', 'truck'), ('melted', 'vacuum'), ('melted', 'wax'), ('modern', 'building'), ('modern', 'castle'), ('modern', 'church'), ('modern', 'coin'), ('modern', 'computer'), ('modern', 'highway'), ('modern', 'house'), ('modern', 'town'), ('moldy', 'berry'), ('moldy', 'cheese'), ('moldy', 'eggs'), ('moldy', 'fruit'), ('moldy', 'milk'), ('moldy', 'orange'), ('moldy', 'pasta'), ('moldy', 'plant'), ('moldy', 'tea'), ('moldy', 'tomato'), ('moldy', 'water'), ('molten', 'aluminum'), ('molten', 'armor'), ('molten', 'boulder'), ('molten', 'brass'), ('molten', 'bronze'), ('molten', 'cheese'), ('molten', 'chocolate'), ('molten', 'copper'), ('molten', 'fire'), ('molten', 'flame'), ('molten', 'glass'), ('molten', 'granite'), ('molten', 'lead'), ('molten', 'plastic'), ('molten', 'pool'), ('molten', 'rock'), ('molten', 'sugar'), ('mossy', 'bed'), ('mossy', 'bridge'), ('mossy', 'bush'), ('mossy', 'canyon'), ('mossy', 'carpet'), ('mossy', 'cave'), ('mossy', 'creek'), ('mossy', 'desert'), ('mossy', 'forest'), ('mossy', 'gate'), ('mossy', 'ground'), ('mossy', 'lake'), ('mossy', 'log'), ('mossy', 'moss'), ('mossy', 'redwood'), ('mossy', 'river'), ('mossy', 'rock'), ('mossy', 'roof'), ('mossy', 'roots'), ('mossy', 'steps'), ('mossy', 'stone'), ('mossy', 'stream'), ('mossy', 'trail'), ('mossy', 'tree'), ('muddy', 'clay'), ('muddy', 'creek'), ('muddy', 'desert'), ('muddy', 'dirt'), ('muddy', 'dog'), ('muddy', 'forest'), ('muddy', 'lightning'), ('muddy', 'moss'), ('muddy', 'mud'), ('muddy', 'pond'), ('muddy', 'sand'), ('muddy', 'stream'), ('muddy', 'valley'), ('murky', 'ocean'), ('murky', 'smoke'), ('murky', 'soup'), ('murky', 'stream'), ('narrow', 'cabinet'), ('narrow', 'gate'), ('narrow', 'jungle'), ('narrow', 'shoes'), ('narrow', 'tire'), ('narrow', 'trail'), ('narrow', 'valley'), ('new', 'bike'), ('new', 'boat'), ('new', 'camera'), ('new', 'car'), ('new', 'carpet'), ('new', 'castle'), ('new', 'computer'), ('new', 'gear'), ('new', 'highway'), ('new', 'laptop'), ('new', 'library'), ('new', 'lightbulb'), ('new', 'log'), ('new', 'phone'), ('new', 'thread'), ('new', 'town'), ('old', 'bear'), ('old', 'boat'), ('old', 'book'), ('old', 'bridge'), ('old', 'building'), ('old', 'bus'), ('old', 'camera'), ('old', 'castle'), ('old', 'cat'), ('old', 'city'), ('old', 'elephant'), ('old', 'fan'), ('old', 'farm'), ('old', 'highway'), ('old', 'iguana'), ('old', 'library'), ('old', 'lightbulb'), ('old', 'log'), ('old', 'phone'), ('old', 'thread'), ('old', 'town'), ('old', 'toy'), ('old', 'truck'), ('old', 'tube'), ('open', 'book'), ('open', 'door'), ('open', 'gate'), ('painted', 'aluminum'), ('painted', 'cabinet'), ('painted', 'ceiling'), ('painted', 'ceramic'), ('painted', 'concrete'), ('painted', 'desert'), ('painted', 'elephant'), ('painted', 'fan'), ('painted', 'fence'), ('painted', 'frame'), ('painted', 'furniture'), ('painted', 'horse'), ('painted', 'mirror'), ('painted', 'roof'), ('painted', 'steel'), ('painted', 'toy'), ('painted', 'wall'), ('peeled', 'fruit'), ('peeled', 'lemon'), ('peeled', 'log'), ('peeled', 'orange'), ('peeled', 'paint'), ('peeled', 'persimmon'), ('peeled', 'potato'), ('peeled', 'roots'), ('pierced', 'basket'), ('pierced', 'bear'), ('pierced', 'bowl'), ('pierced', 'bracelet'), ('pierced', 'brass'), ('pierced', 'candle'), ('pierced', 'jewelry'), ('pressed', 'brass'), ('pressed', 'candy'), ('pressed', 'ceiling'), ('pressed', 'ceramic'), ('pressed', 'coin'), ('pressed', 'cookie'), ('pressed', 'metal'), ('pressed', 'penny'), ('pressed', 'plant'), ('pressed', 'wood'), ('pressed', 'wool'), ('pureed', 'apple'), ('pureed', 'banana'), ('pureed', 'beef'), ('pureed', 'berry'), ('pureed', 'bread'), ('pureed', 'chicken'), ('pureed', 'fish'), ('pureed', 'fruit'), ('pureed', 'garlic'), ('pureed', 'meat'), ('pureed', 'pasta'), ('pureed', 'paste'), ('pureed', 'pear'), ('pureed', 'persimmon'), ('pureed', 'pie'), ('pureed', 'potato'), ('pureed', 'salad'), ('pureed', 'salmon'), ('pureed', 'sauce'), ('pureed', 'seafood'), ('pureed', 'soup'), ('pureed', 'tomato'), ('pureed', 'vegetable'), ('raw', 'beef'), ('raw', 'chicken'), ('raw', 'eggs'), ('raw', 'fish'), ('raw', 'meat'), ('raw', 'pasta'), ('raw', 'salmon'), ('raw', 'seafood'), ('raw', 'vegetable'), ('ripe', 'apple'), ('ripe', 'berry'), ('ripe', 'cheese'), ('ripe', 'coffee'), ('ripe', 'fig'), ('ripe', 'lemon'), ('ripe', 'orange'), ('ripe', 'pear'), ('ripe', 'persimmon'), ('ripe', 'tomato'), ('ripped', 'clothes'), ('ripped', 'hose'), ('ripped', 'pants'), ('ripped', 'shirt'), ('ripped', 'shorts'), ('rough', 'paste'), ('rough', 'road'), ('ruffled', 'bag'), ('ruffled', 'ball'), ('ruffled', 'balloon'), ('ruffled', 'bed'), ('ruffled', 'belt'), ('ruffled', 'coat'), ('ruffled', 'diamond'), ('ruffled', 'dress'), ('ruffled', 'floor'), ('ruffled', 'shirt'), ('ruffled', 'silk'), ('ruffled', 'snake'), ('ruffled', 'tie'), ('ruffled', 'tulip'), ('ruffled', 'velvet'), ('ruffled', 'window'), ('runny', 'mud'), ('runny', 'paste'), ('runny', 'sauce'), ('rusty', 'bike'), ('rusty', 'blade'), ('rusty', 'bridge'), ('rusty', 'chains'), ('rusty', 'creek'), ('rusty', 'farm'), ('rusty', 'fence'), ('rusty', 'frame'), ('rusty', 'knife'), ('rusty', 'metal'), ('rusty', 'moss'), ('rusty', 'nest'), ('rusty', 'orange'), ('rusty', 'screw'), ('rusty', 'water'), ('rusty', 'wheel'), ('scratched', 'armor'), ('scratched', 'bronze'), ('scratched', 'camera'), ('scratched', 'car'), ('scratched', 'furniture'), ('scratched', 'glass'), ('scratched', 'glasses'), ('scratched', 'jewelry'), ('scratched', 'paint'), ('scratched', 'plastic'), ('scratched', 'plate'), ('scratched', 'window'), ('sharp', 'blade'), ('sharp', 'knife'), ('sharp', 'sword'), ('shattered', 'blade'), ('shattered', 'chains'), ('shattered', 'church'), ('shattered', 'clock'), ('shattered', 'glasses'), ('shattered', 'island'), ('shattered', 'keyboard'), ('shattered', 'mirror'), ('shattered', 'mountain'), ('shattered', 'necklace'), ('shattered', 'phone'), ('shattered', 'rock'), ('shattered', 'sky'), ('shiny', 'granite'), ('shiny', 'knife'), ('short', 'pants'), ('short', 'shorts'), ('sliced', 'apple'), ('sliced', 'banana'), ('sliced', 'cake'), ('sliced', 'cheese'), ('sliced', 'chicken'), ('sliced', 'eggs'), ('sliced', 'fish'), ('sliced', 'lemon'), ('sliced', 'meat'), ('sliced', 'pear'), ('sliced', 'pie'), ('sliced', 'pizza'), ('sliced', 'salmon'), ('sliced', 'sandwich'), ('sliced', 'tomato'), ('small', 'animal'), ('small', 'bag'), ('small', 'bathroom'), ('small', 'bowl'), ('small', 'bucket'), ('small', 'bus'), ('small', 'bush'), ('small', 'cabinet'), ('small', 'camera'), ('small', 'candle'), ('small', 'castle'), ('small', 'cave'), ('small', 'church'), ('small', 'city'), ('small', 'clock'), ('small', 'cookie'), ('small', 'desk'), ('small', 'fire'), ('small', 'fish'), ('small', 'frame'), ('small', 'garden'), ('small', 'house'), ('small', 'iguana'), ('small', 'kitchen'), ('small', 'knife'), ('small', 'lake'), ('small', 'library'), ('small', 'pond'), ('small', 'pool'), ('small', 'room'), ('small', 'table'), ('small', 'toy'), ('small', 'truck'), ('small', 'wave'), ('small', 'window'), ('smooth', 'paste'), ('smooth', 'road'), ('spilled', 'bottle'), ('spilled', 'bucket'), ('spilled', 'coffee'), ('spilled', 'dirt'), ('spilled', 'milk'), ('spilled', 'paint'), ('spilled', 'soup'), ('spilled', 'tea'), ('spilled', 'water'), ('spilled', 'wax'), ('splintered', 'coast'), ('splintered', 'fan'), ('splintered', 'fence'), ('splintered', 'floor'), ('splintered', 'furniture'), ('splintered', 'glass'), ('splintered', 'steps'), ('splintered', 'tree'), ('splintered', 'wood'), ('squished', 'banana'), ('squished', 'berry'), ('squished', 'box'), ('squished', 'sandwich'), ('squished', 'tomato'), ('standing', 'tower'), ('steaming', 'bay'), ('steaming', 'bowl'), ('steaming', 'coffee'), ('steaming', 'jungle'), ('steaming', 'lake'), ('steaming', 'meat'), ('steaming', 'pasta'), ('steaming', 'pie'), ('steaming', 'pizza'), ('steaming', 'plate'), ('steaming', 'pool'), ('steaming', 'seafood'), ('steaming', 'shower'), ('steaming', 'water'), ('straight', 'gate'), ('straight', 'handle'), ('straight', 'hose'), ('straight', 'key'), ('straight', 'knife'), ('straight', 'road'), ('straight', 'screw'), ('straight', 'stream'), ('straight', 'street'), ('straight', 'sword'), ('straight', 'wall'), ('straight', 'wave'), ('sunny', 'bay'), ('sunny', 'cloud'), ('sunny', 'coast'), ('sunny', 'island'), ('sunny', 'shore'), ('sunny', 'sky'), ('sunny', 'street'), ('tall', 'column'), ('tall', 'pants'), ('tall', 'shorts'), ('thawed', 'beef'), ('thawed', 'bread'), ('thawed', 'cookie'), ('thawed', 'ground'), ('thawed', 'ice'), ('thawed', 'pie'), ('thawed', 'pizza'), ('thawed', 'salmon'), ('thawed', 'snow'), ('thawed', 'vegetable'), ('thick', 'aluminum'), ('thick', 'bed'), ('thick', 'belt'), ('thick', 'bracelet'), ('thick', 'branch'), ('thick', 'chains'), ('thick', 'cloud'), ('thick', 'coat'), ('thick', 'copper'), ('thick', 'cotton'), ('thick', 'envelope'), ('thick', 'ice'), ('thick', 'plastic'), ('thick', 'plate'), ('thick', 'rubber'), ('thick', 'shell'), ('thick', 'snake'), ('thick', 'soup'), ('thick', 'thread'), ('thick', 'tile'), ('thick', 'wall'), ('thin', 'bed'), ('thin', 'belt'), ('thin', 'book'), ('thin', 'bracelet'), ('thin', 'cable'), ('thin', 'chains'), ('thin', 'cloud'), ('thin', 'copper'), ('thin', 'cord'), ('thin', 'cotton'), ('thin', 'foam'), ('thin', 'necklace'), ('thin', 'rope'), ('thin', 'rubber'), ('thin', 'sauce'), ('thin', 'shell'), ('thin', 'snake'), ('thin', 'soup'), ('thin', 'thread'), ('thin', 'tile'), ('thin', 'wall'), ('thin', 'wool'), ('tight', 'ring'), ('tight', 'rope'), ('tight', 'shorts'), ('tiny', 'balloon'), ('tiny', 'bathroom'), ('tiny', 'bear'), ('tiny', 'bottle'), ('tiny', 'bubble'), ('tiny', 'dog'), ('tiny', 'iguana'), ('tiny', 'island'), ('tiny', 'kitchen'), ('tiny', 'library'), ('tiny', 'plant'), ('tiny', 'snake'), ('tiny', 'steps'), ('tiny', 'tiger'), ('tiny', 'toy'), ('tiny', 'wave'), ('toppled', 'chair'), ('toppled', 'tower'), ('torn', 'carpet'), ('torn', 'city'), ('torn', 'envelope'), ('torn', 'hat'), ('torn', 'hose'), ('torn', 'pants'), ('torn', 'paper'), ('torn', 'pasta'), ('torn', 'tie'), ('torn', 'town'), ('unpainted', 'building'), ('unpainted', 'cabinet'), ('unpainted', 'ceiling'), ('unpainted', 'ceramic'), ('unpainted', 'desert'), ('unpainted', 'fence'), ('unpainted', 'frame'), ('unpainted', 'furniture'), ('unpainted', 'house'), ('unpainted', 'mirror'), ('unpainted', 'nest'), ('unpainted', 'redwood'), ('unpainted', 'steel'), ('unpainted', 'tower'), ('unpainted', 'wall'), ('unpainted', 'wood'), ('unripe', 'apple'), ('unripe', 'berry'), ('unripe', 'cheese'), ('unripe', 'fig'), ('unripe', 'fruit'), ('unripe', 'nut'), ('unripe', 'orange'), ('unripe', 'palm'), ('unripe', 'pear'), ('unripe', 'tomato'), ('upright', 'chair'), ('upright', 'tower'), ('upright', 'tree'), ('verdant', 'beach'), ('verdant', 'bush'), ('verdant', 'canyon'), ('verdant', 'cliff'), ('verdant', 'creek'), ('verdant', 'farm'), ('verdant', 'field'), ('verdant', 'forest'), ('verdant', 'ground'), ('verdant', 'island'), ('verdant', 'jungle'), ('verdant', 'lake'), ('verdant', 'mountain'), ('verdant', 'river'), ('verdant', 'road'), ('verdant', 'shore'), ('verdant', 'town'), ('verdant', 'tree'), ('viscous', 'mud'), ('viscous', 'sauce'), ('weathered', 'bronze'), ('weathered', 'building'), ('weathered', 'cabinet'), ('weathered', 'canyon'), ('weathered', 'ceiling'), ('weathered', 'chair'), ('weathered', 'clay'), ('weathered', 'cliff'), ('weathered', 'clock'), ('weathered', 'coal'), ('weathered', 'column'), ('weathered', 'copper'), ('weathered', 'cotton'), ('weathered', 'deck'), ('weathered', 'gate'), ('weathered', 'granite'), ('weathered', 'oil'), ('weathered', 'redwood'), ('weathered', 'rubber'), ('weathered', 'sand'), ('weathered', 'shore'), ('weathered', 'steps'), ('weathered', 'wall'), ('wet', 'basement'), ('wet', 'dirt'), ('wet', 'foam'), ('wet', 'ground'), ('wet', 'mud'), ('wet', 'sand'), ('wet', 'well'), ('whipped', 'chocolate'), ('whipped', 'eggs'), ('whipped', 'foam'), ('whipped', 'lightning'), ('whipped', 'pie'), ('whipped', 'salad'), ('wide', 'belt'), ('wide', 'blade'), ('wide', 'bracelet'), ('wide', 'field'), ('wide', 'gate'), ('wide', 'highway'), ('wide', 'ribbon'), ('wide', 'steps'), ('wilted', 'bean'), ('wilted', 'flower'), ('wilted', 'plant'), ('wilted', 'salad'), ('windblown', 'beach'), ('windblown', 'cloud'), ('windblown', 'coast'), ('windblown', 'dirt'), ('windblown', 'dust'), ('windblown', 'field'), ('windblown', 'hat'), ('windblown', 'horse'), ('windblown', 'newspaper'), ('windblown', 'palm'), ('windblown', 'snow'), ('windblown', 'town'), ('windblown', 'tulip'), ('windblown', 'valley'), ('winding', 'cord'), ('winding', 'hose'), ('winding', 'road'), ('winding', 'street'), ('worn', 'carpet'), ('worn', 'shoes'), ('worn', 'tire'), ('wrinkled', 'bag'), ('wrinkled', 'clothes'), ('wrinkled', 'dog'), ('wrinkled', 'elephant'), ('wrinkled', 'envelope'), ('wrinkled', 'fabric'), ('wrinkled', 'newspaper'), ('wrinkled', 'paper'), ('wrinkled', 'ribbon'), ('wrinkled', 'sea'), ('wrinkled', 'silk'), ('young', 'bear'), ('young', 'cat'), ('young', 'elephant'), ('young', 'horse'), ('young', 'tiger')]

选case
image_path/home/ayi/cv/Troika_ut_tools/case_data/Hair.Calf_Shoes.Heels/7777410.391314.jpg
Sample ['Hair.Calf', 'Shoes.Heels']:
Predicted Pair (0): ['Hair.Calf', 'Shoes.Flats'] ❌
Predicted Pair (1): ['Hair.Calf', 'Shoes.Heels'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Leather_Slippers/7529873.561.jpg
Sample ['Leather', 'Slippers']:
Predicted Pair (0): ['Satin', 'Shoes.Flats'] ❌
Predicted Pair (1): ['Leather', 'Slippers'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Patent.Leather_Shoes.Flats/8027350.18885.jpg
Sample ['Patent.Leather', 'Shoes.Flats']:
Predicted Pair (0): ['Hair.Calf', 'Shoes.Flats'] ❌
Predicted Pair (1): ['Patent.Leather', 'Shoes.Flats'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Patent.Leather_Shoes.Flats/8022054.11.jpg
Sample ['Patent.Leather', 'Shoes.Flats']:
Predicted Pair (0): ['Hair.Calf', 'Shoes.Flats'] ❌
Predicted Pair (1): ['Patent.Leather', 'Shoes.Flats'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Patent.Leather_Shoes.Heels/7795428.369.jpg
Sample ['Patent.Leather', 'Shoes.Heels']:
Predicted Pair (0): ['Hair.Calf', 'Shoes.Heels'] ❌
Predicted Pair (1): ['Patent.Leather', 'Shoes.Heels'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Patent.Leather_Shoes.Heels/7759111.143474.jpg
Sample ['Patent.Leather', 'Shoes.Heels']:
Predicted Pair (0): ['Hair.Calf', 'Shoes.Heels'] ❌
Predicted Pair (1): ['Patent.Leather', 'Shoes.Heels'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Patent.Leather_Shoes.Heels/8077247.89.jpg
Sample ['Patent.Leather', 'Shoes.Heels']:
Predicted Pair (0): ['Hair.Calf', 'Shoes.Heels'] ❌
Predicted Pair (1): ['Patent.Leather', 'Shoes.Heels'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Synthetic_Boots.Mid-Calf/8017973.369100.jpg
Sample ['Synthetic', 'Boots.Mid-Calf']:
Predicted Pair (0): ['Synthetic', 'Boots.Ankle'] ❌
Predicted Pair (1): ['Synthetic', 'Boots.Mid-Calf'] ✅
image

image_path/home/ayi/cv/Troika_ut_tools/case_data/Leather_Slippers/7151938.3.jpg
Sample ['Leather', 'Slippers']:
Predicted Pair (0): ['Leather', 'Slippers'] ✅
Predicted Pair (1): ['Suede', 'Slippers'] ❌
image

ut-zappos unseen-set
{
Canvas Shoes.Flats
Canvas Shoes.Loafers
Cotton Sandals
Cotton Shoes.Flats
Faux.Leather Boots.Knee.High
Full.grain.leather Shoes.Clogs.and.Mules
Hair.Calf Shoes.Heels
Leather Slippers
Nubuck Shoes.Boat.Shoes
Nubuck Shoes.Oxfords
Nylon Boots.Ankle
Patent.Leather Shoes.Flats
Satin Sandals
Sheepskin Boots.Ankle
Suede Slippers
Synthetic Boots.Ankle
Synthetic Boots.Mid-Calf

}

{'Canvas': 0, 'Cotton': 1, 'Faux.Fur': 2, 'Faux.Leather': 3, 'Full.grain.leather': 4, 'Hair.Calf': 5, 'Leather': 6, 'Nubuck': 7, 'Nylon': 8, 'Patent.Leather': 9, 'Rubber': 10, 'Satin': 11, 'Sheepskin': 12, 'Suede': 13, 'Synthetic': 14, 'Wool': 15}

Faux.Fur性能不错，'Sheepskin': 12，'Rubber': 10, 'Satin': 11,

{'Boots.Ankle': 0, 'Boots.Knee.High': 1, 'Boots.Mid-Calf': 2, 'Sandals': 3, 'Shoes.Boat.Shoes': 4, 'Shoes.Clogs.and.Mules': 5, 'Shoes.Flats': 6, 'Shoes.Heels': 7, 'Shoes.Loafers': 8, 'Shoes.Oxfords': 9, 'Shoes.Sneakers.and.Athletic.Shoes': 10, 'Slippers': 11}

failure case
image_path/home/ayi/cv/Troika_ut_tools/case_data/Nylon_Boots.Ankle/7999779.363912.jpg
Sample ['Nylon', 'Boots.Ankle']:
Predicted Pair (0): ['Synthetic', 'Boots.Mid-Calf'] ❌
Predicted Pair (1): ['Synthetic', 'Boots.Mid-Calf'] ❌
image

mit

image_path/home/ayi/cv/dataset/czsl/mit-states/images/ancient_town/4f17542e85c4deac_Nanxun_Ancient_Town_2.jpg
Sample ['ancient', 'town']:
Predicted Pair (0): ['ancient', 'building'] ❌
Predicted Pair (1): ['ancient', 'town'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/broken_furniture/More_Broken_Furniture.jpg
Sample ['broken', 'furniture']:
Predicted Pair (0): ['empty', 'desk'] ❌
Predicted Pair (1): ['broken', 'furniture'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/bright_lightning/article_img.jpg
Sample ['bright', 'lightning']:
Predicted Pair (0): ['dark', 'sky'] ❌
Predicted Pair (1): ['bright', 'lightning'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/broken_road/broken-road-1.jpg
Sample ['broken', 'road']:
Predicted Pair (0): ['windblown', 'dust'] ❌
Predicted Pair (1): ['broken', 'road'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/brushed_silk/75a31d747ad831c228ec0bca196ccecc.jpg
Sample ['brushed', 'silk']:
Predicted Pair (0): ['short', 'pants'] ❌
Predicted Pair (1): ['brushed', 'silk'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/brushed_silk/492885_beige_and_other_2.jpg
Sample ['brushed', 'silk']:
Predicted Pair (0): ['crinkled', 'dress'] ❌
Predicted Pair (1): ['brushed', 'silk'] ✅

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/brushed_silk/492885_beige_and_other_2.jpg
Sample ['brushed', 'silk']:
Predicted Pair (0): ['crinkled', 'dress'] ❌
Predicted Pair (1): ['brushed', 'silk'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/brushed_silk/SFSK120017.jpg
Sample ['brushed', 'silk']:
Predicted Pair (0): ['lightweight', 'wool'] ❌
Predicted Pair (1): ['brushed', 'silk'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/brushed_silk/c3752d66e5e2b019532f24227eec2b70.jpg
Sample ['brushed', 'silk']:
Predicted Pair (0): ['crinkled', 'dress'] ❌
Predicted Pair (1): ['brushed', 'silk'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/brushed_wool/full29605282.jpg
Sample ['brushed', 'wool']:
Predicted Pair (0): ['ruffled', 'wool'] ❌
Predicted Pair (1): ['brushed', 'wool'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/caramelized_sugar/6363.medium.jpg
Sample ['caramelized', 'sugar']:
Predicted Pair (0): ['caramelized', 'orange'] ❌
Predicted Pair (1): ['caramelized', 'sugar'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/clean_truck/87fbafbaeae922eb5c8d6333e2d4a129.jpg
Sample ['clean', 'truck']:
Predicted Pair (0): ['dented', 'truck'] ❌
Predicted Pair (1): ['clean', 'truck'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/clean_truck/32cda7f68df6025669bcd8fdb042d499.jpg
Sample ['clean', 'truck']:
Predicted Pair (0): ['rusty', 'truck'] ❌
Predicted Pair (1): ['clean', 'truck'] ✅

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/melted_cheese/d75cacea65ed751f8900571446f158f5.jpg
Sample ['melted', 'cheese']:
Predicted Pair (0): ['sliced', 'cheese'] ❌
Predicted Pair (1): ['melted', 'cheese'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/sliced_fruit/strawberrys-3312804342642C4p.jpg
Sample ['sliced', 'fruit']:
Predicted Pair (0): ['dark', 'berry'] ❌
Predicted Pair (1): ['sliced', 'fruit'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/unpainted_ceramic/love_cherub_unpainted_ceramic_bisque_306c37d6.jpg
Sample ['unpainted', 'ceramic']:
Predicted Pair (0): ['engraved', 'plastic'] ❌
Predicted Pair (1): ['unpainted', 'ceramic'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/cracked_boulder/2.1243315200.a-cracked-boulder.jpg
Sample ['cracked', 'boulder']:
Predicted Pair (0): ['engraved', 'boulder'] ❌
Predicted Pair (1): ['cracked', 'boulder'] ✅

image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/folded_bracelet/313bebd3e8d5a64732eaa5f46696fa3a.jpg
Sample ['folded', 'bracelet']:
Predicted Pair (0): ['cut', 'ring'] ❌
Predicted Pair (1): ['folded', 'bracelet'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/burnt_boat/7577454042_21025d476f_z.jpg
Sample ['burnt', 'boat']:
Predicted Pair (0): ['lightweight', 'boat'] ❌
Predicted Pair (1): ['burnt', 'boat'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/unpainted_furniture/BD50099DrawerUnfinishedDresser.jpg
Sample ['unpainted', 'furniture']:
Predicted Pair (0): ['weathered', 'furniture'] ❌
Predicted Pair (1): ['unpainted', 'furniture'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/caramelized_sugar/caramelizing-sugar5.jpg
Sample ['caramelized', 'sugar']:
Predicted Pair (0): ['melted', 'butter'] ❌
Predicted Pair (1): ['caramelized', 'sugar'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/melted_cheese/toasted-bread-with-melted-cheese_photo.jpg
Sample ['melted', 'cheese']:
Predicted Pair (0): ['burnt', 'butter'] ❌
Predicted Pair (1): ['melted', 'cheese'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/cracked_eggs/Nooooooooooo.jpg
Sample ['cracked', 'eggs']:
Predicted Pair (0): ['thawed', 'eggs'] ❌
Predicted Pair (1): ['cracked', 'eggs'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/wet_cat/38b8164957488b16a8cec25784ba943f.jpg
Sample ['wet', 'cat']:
Predicted Pair (0): ['wet', 'cat'] ✅
Predicted Pair (1): ['wet', 'cat'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/wet_cat/10f04dfcf1026a0e37e8ad9386dfc605.jpg
Sample ['wet', 'cat']:
Predicted Pair (0): ['wet', 'cat'] ✅
Predicted Pair (1): ['wet', 'cat'] ✅
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/raw_pasta/bd12a9059244098c7213ceb6c09d847c.jpg
Sample ['raw', 'pasta']:
Predicted Pair (0): ['cooked', 'salad'] ❌
Predicted Pair (1): ['cooked', 'salad'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/weathered_chair/3e9166b176b80a07d661d2982d43b9f0.jpg
Sample ['weathered', 'chair']:
Predicted Pair (0): ['unpainted', 'furniture'] ❌
Predicted Pair (1): ['unpainted', 'furniture'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/weathered_paint/5c906b4dfd954efc4e7a5772fdda8c73.jpg
Sample ['weathered', 'paint']:
Predicted Pair (0): ['open', 'door'] ❌
Predicted Pair (1): ['open', 'door'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/thin_sandwich/picture0055.jpg
Sample ['thin', 'sandwich']:
Predicted Pair (0): ['frozen', 'cookie'] ❌
Predicted Pair (1): ['frozen', 'cookie'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/thin_mat/the-unique-fredrick-moustache-door-mat-stache-your-shoes-unique-doormat-590x590.jpg
Sample ['thin', 'mat']:
Predicted Pair (0): ['frayed', 'carpet'] ❌
Predicted Pair (1): ['frayed', 'carpet'] ❌

image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/thick_necklace/1000x1000.jpg
Sample ['thick', 'necklace']:
Predicted Pair (0): ['thin', 'necklace'] ❌
Predicted Pair (1): ['thin', 'necklace'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/straight_road/usa27.jpg
Sample ['straight', 'road']:
Predicted Pair (0): ['narrow', 'highway'] ❌
Predicted Pair (1): ['narrow', 'highway'] ❌
image

image_path: /home/ayi/cv/dataset/czsl/mit-states/images/straight_highway/img_3047.jpg
Sample ['straight', 'highway']:
Predicted Pair (0): ['narrow', 'highway'] ❌
Predicted Pair (1): ['narrow', 'highway'] ❌
image

posted @ 2025-06-21 20:58  seekwhale13  阅读(11)  评论(0)    收藏  举报