{ "num_imgs_per_class": 80, "models": [ "13b", "34b" ], "prompts_types": [ "class_name", "text", "contrastive_text", "visual_text", "contrastive_visual_text" ], "synthetic_images_path": "/local1/VDA/data/INAT/subset_4/synthetic", "real_images_path": "/local1/VDA/data/INAT/subset_4/train", "val_images_path": "/local1/VDA/data/INAT/subset_4/val", "pairs": [ { "ground_truth": "Variable Oystercatcher", "confusing_class": "Surfbird", "rate_of_error": 0.68, "ground_truth_full_name": "03386_Animalia_Chordata_Aves_Charadriiformes_Haematopodidae_Haematopus_unicolor", "confusing_class_full_name": "03470_Animalia_Chordata_Aves_Charadriiformes_Scolopacidae_Calidris_virgata" }, { "ground_truth": "Eurasian Siskin", "confusing_class": "Yellow-fronted Canary", "rate_of_error": 0.34, "ground_truth_full_name": "03837_Animalia_Chordata_Aves_Passeriformes_Fringillidae_Spinus_spinus", "confusing_class_full_name": "03816_Animalia_Chordata_Aves_Passeriformes_Fringillidae_Crithagra_mozambica" }, { "ground_truth": "Warbling White-eye", "confusing_class": "Yellow-fronted Canary", "rate_of_error": 0.4, "ground_truth_full_name": "04350_Animalia_Chordata_Aves_Passeriformes_Zosteropidae_Zosterops_japonicus", "confusing_class_full_name": "03816_Animalia_Chordata_Aves_Passeriformes_Fringillidae_Crithagra_mozambica" }, { "ground_truth": "New Zealand Pigeon", "confusing_class": "Summer Tanager", "rate_of_error": 0.22, "ground_truth_full_name": "03524_Animalia_Chordata_Aves_Columbiformes_Columbidae_Hemiphaga_novaeseelandiae", "confusing_class_full_name": "03726_Animalia_Chordata_Aves_Passeriformes_Cardinalidae_Piranga_rubra" }, { "ground_truth": "Black-necked Stilt", "confusing_class": "Speckled Teal", "rate_of_error": 0.26, "ground_truth_full_name": "03443_Animalia_Chordata_Aves_Charadriiformes_Recurvirostridae_Himantopus_mexicanus", "confusing_class_full_name": "03197_Animalia_Chordata_Aves_Anseriformes_Anatidae_Anas_flavirostris" }, { "ground_truth": "Brown Shrike", "confusing_class": "Corn Bunting", "rate_of_error": 0.4, "ground_truth_full_name": "03909_Animalia_Chordata_Aves_Passeriformes_Laniidae_Lanius_cristatus", "confusing_class_full_name": "03787_Animalia_Chordata_Aves_Passeriformes_Emberizidae_Emberiza_calandra" }, { "ground_truth": "Brown Shrike", "confusing_class": "Pyrrhuloxia", "rate_of_error": 0.26, "ground_truth_full_name": "03909_Animalia_Chordata_Aves_Passeriformes_Laniidae_Lanius_cristatus", "confusing_class_full_name": "03710_Animalia_Chordata_Aves_Passeriformes_Cardinalidae_Cardinalis_sinuatus" }, { "ground_truth": "Wedge-tailed Shearwater", "confusing_class": "Cackling Goose", "rate_of_error": 0.3, "ground_truth_full_name": "04491_Animalia_Chordata_Aves_Procellariiformes_Procellariidae_Ardenna_pacifica", "confusing_class_full_name": "03227_Animalia_Chordata_Aves_Anseriformes_Anatidae_Branta_hutchinsii" }, { "ground_truth": "Great Reed-Warbler", "confusing_class": "Corn Bunting", "rate_of_error": 0.5399999999999999, "ground_truth_full_name": "03682_Animalia_Chordata_Aves_Passeriformes_Acrocephalidae_Acrocephalus_arundinaceus", "confusing_class_full_name": "03787_Animalia_Chordata_Aves_Passeriformes_Emberizidae_Emberiza_calandra" }, { "ground_truth": "White-tufted Grebe", "confusing_class": "Speckled Teal", "rate_of_error": 0.38, "ground_truth_full_name": "04482_Animalia_Chordata_Aves_Podicipediformes_Podicipedidae_Rollandia_rolland", "confusing_class_full_name": "03197_Animalia_Chordata_Aves_Anseriformes_Anatidae_Anas_flavirostris" }, { "ground_truth": "Wire-tailed Swallow", "confusing_class": "Pyrrhuloxia", "rate_of_error": 0.4, "ground_truth_full_name": "03850_Animalia_Chordata_Aves_Passeriformes_Hirundinidae_Hirundo_smithii", "confusing_class_full_name": "03710_Animalia_Chordata_Aves_Passeriformes_Cardinalidae_Cardinalis_sinuatus" }, { "ground_truth": "Wire-tailed Swallow", "confusing_class": "Corn Bunting", "rate_of_error": 0.22, "ground_truth_full_name": "03850_Animalia_Chordata_Aves_Passeriformes_Hirundinidae_Hirundo_smithii", "confusing_class_full_name": "03787_Animalia_Chordata_Aves_Passeriformes_Emberizidae_Emberiza_calandra" }, { "ground_truth": "Gal\u00e1pagos Sea Lion", "confusing_class": "Risso's Dolphin", "rate_of_error": 0.2399999999999999, "ground_truth_full_name": "04710_Animalia_Chordata_Mammalia_Carnivora_Otariidae_Zalophus_wollebaeki", "confusing_class_full_name": "04658_Animalia_Chordata_Mammalia_Artiodactyla_Delphinidae_Grampus_griseus" }, { "ground_truth": "Mexican Free-tailed Bat", "confusing_class": "Grey-headed Flying-fox", "rate_of_error": 0.22, "ground_truth_full_name": "04723_Animalia_Chordata_Mammalia_Chiroptera_Molossidae_Tadarida_brasiliensis", "confusing_class_full_name": "04725_Animalia_Chordata_Mammalia_Chiroptera_Pteropodidae_Pteropus_poliocephalus" }, { "ground_truth": "Asian Jackal", "confusing_class": "Domestic Dog", "rate_of_error": 0.46, "ground_truth_full_name": "04668_Animalia_Chordata_Mammalia_Carnivora_Canidae_Canis_aureus", "confusing_class_full_name": "04669_Animalia_Chordata_Mammalia_Carnivora_Canidae_Canis_familiaris" }, { "ground_truth": "Asian Jackal", "confusing_class": "South American Gray Fox", "rate_of_error": 0.4, "ground_truth_full_name": "04668_Animalia_Chordata_Mammalia_Carnivora_Canidae_Canis_aureus", "confusing_class_full_name": "04674_Animalia_Chordata_Mammalia_Carnivora_Canidae_Lycalopex_griseus" }, { "ground_truth": "Grey-headed Flying-fox", "confusing_class": "Mexican Free-tailed Bat", "rate_of_error": 0.36, "ground_truth_full_name": "04725_Animalia_Chordata_Mammalia_Chiroptera_Pteropodidae_Pteropus_poliocephalus", "confusing_class_full_name": "04723_Animalia_Chordata_Mammalia_Chiroptera_Molossidae_Tadarida_brasiliensis" }, { "ground_truth": "Sunda Flying Lemur", "confusing_class": "Grey-headed Flying-fox", "rate_of_error": 0.3, "ground_truth_full_name": "04732_Animalia_Chordata_Mammalia_Dermoptera_Cynocephalidae_Galeopterus_variegatus", "confusing_class_full_name": "04725_Animalia_Chordata_Mammalia_Chiroptera_Pteropodidae_Pteropus_poliocephalus" }, { "ground_truth": "Domestic Sheep", "confusing_class": "White-tailed Deer", "rate_of_error": 0.3, "ground_truth_full_name": "04634_Animalia_Chordata_Mammalia_Artiodactyla_Bovidae_Ovis_aries", "confusing_class_full_name": "04654_Animalia_Chordata_Mammalia_Artiodactyla_Cervidae_Odocoileus_virginianus" }, { "ground_truth": "Star-nosed Mole", "confusing_class": "Hispid Cotton Rat", "rate_of_error": 0.34, "ground_truth_full_name": "04748_Animalia_Chordata_Mammalia_Eulipotyphla_Talpidae_Condylura_cristata", "confusing_class_full_name": "04806_Animalia_Chordata_Mammalia_Rodentia_Cricetidae_Sigmodon_hispidus" } ] }