{ "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_6/synthetic", "real_images_path": "/local1/VDA/data/INAT/subset_6/train", "val_images_path": "/local1/VDA/data/INAT/subset_6/val", "pairs": [ { "ground_truth": "Lesser Spotted Woodpecker", "confusing_class": "Lewis's Woodpecker", "rate_of_error": 0.2399999999999999, "ground_truth_full_name": "04440_Animalia_Chordata_Aves_Piciformes_Picidae_Dryobates_minor", "confusing_class_full_name": "04455_Animalia_Chordata_Aves_Piciformes_Picidae_Melanerpes_lewis" }, { "ground_truth": "Swallow Tanager", "confusing_class": "Little Blue Heron", "rate_of_error": 0.22, "ground_truth_full_name": "04243_Animalia_Chordata_Aves_Passeriformes_Thraupidae_Tersina_viridis", "confusing_class_full_name": "04373_Animalia_Chordata_Aves_Pelecaniformes_Ardeidae_Egretta_caerulea" }, { "ground_truth": "Lewis's Woodpecker", "confusing_class": "Blackburnian Warbler", "rate_of_error": 0.44, "ground_truth_full_name": "04455_Animalia_Chordata_Aves_Piciformes_Picidae_Melanerpes_lewis", "confusing_class_full_name": "04074_Animalia_Chordata_Aves_Passeriformes_Parulidae_Setophaga_fusca" }, { "ground_truth": "Pacific Reef Heron", "confusing_class": "Little Blue Heron", "rate_of_error": 0.5000000000000001, "ground_truth_full_name": "04377_Animalia_Chordata_Aves_Pelecaniformes_Ardeidae_Egretta_sacra", "confusing_class_full_name": "04373_Animalia_Chordata_Aves_Pelecaniformes_Ardeidae_Egretta_caerulea" }, { "ground_truth": "Pacific Reef Heron", "confusing_class": "Little Pied Cormorant", "rate_of_error": 0.22, "ground_truth_full_name": "04377_Animalia_Chordata_Aves_Pelecaniformes_Ardeidae_Egretta_sacra", "confusing_class_full_name": "04570_Animalia_Chordata_Aves_Suliformes_Phalacrocoracidae_Microcarbo_melanoleucos" }, { "ground_truth": "Least Chipmunk", "confusing_class": "Merriam's Chipmunk", "rate_of_error": 0.34, "ground_truth_full_name": "04837_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Neotamias_minimus", "confusing_class_full_name": "04836_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Neotamias_merriami" }, { "ground_truth": "Common Brushtail", "confusing_class": "Ringtail", "rate_of_error": 0.3000000000000001, "ground_truth_full_name": "04741_Animalia_Chordata_Mammalia_Diprotodontia_Phalangeridae_Trichosurus_vulpecula", "confusing_class_full_name": "04716_Animalia_Chordata_Mammalia_Carnivora_Procyonidae_Bassariscus_astutus" }, { "ground_truth": "Black-pencilled Marmoset", "confusing_class": "Ringtail", "rate_of_error": 0.46, "ground_truth_full_name": "04780_Animalia_Chordata_Mammalia_Primates_Cebidae_Callithrix_penicillata", "confusing_class_full_name": "04716_Animalia_Chordata_Mammalia_Carnivora_Procyonidae_Bassariscus_astutus" }, { "ground_truth": "Black-pencilled Marmoset", "confusing_class": "Common Brushtail", "rate_of_error": 0.4000000000000001, "ground_truth_full_name": "04780_Animalia_Chordata_Mammalia_Primates_Cebidae_Callithrix_penicillata", "confusing_class_full_name": "04741_Animalia_Chordata_Mammalia_Diprotodontia_Phalangeridae_Trichosurus_vulpecula" }, { "ground_truth": "Golden-mantled Ground Squirrel", "confusing_class": "Least Chipmunk", "rate_of_error": 0.58, "ground_truth_full_name": "04821_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Callospermophilus_lateralis", "confusing_class_full_name": "04837_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Neotamias_minimus" }, { "ground_truth": "Golden-mantled Ground Squirrel", "confusing_class": "Merriam's Chipmunk", "rate_of_error": 0.24, "ground_truth_full_name": "04821_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Callospermophilus_lateralis", "confusing_class_full_name": "04836_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Neotamias_merriami" }, { "ground_truth": "Northern White-breasted Hedgehog", "confusing_class": "Cape Porcupine", "rate_of_error": 0.26, "ground_truth_full_name": "04746_Animalia_Chordata_Mammalia_Eulipotyphla_Erinaceidae_Erinaceus_roumanicus", "confusing_class_full_name": "04811_Animalia_Chordata_Mammalia_Rodentia_Hystricidae_Hystrix_africaeaustralis" }, { "ground_truth": "Red-tailed Squirrel", "confusing_class": "Merriam's Chipmunk", "rate_of_error": 0.22, "ground_truth_full_name": "04845_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Sciurus_granatensis", "confusing_class_full_name": "04836_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Neotamias_merriami" }, { "ground_truth": "Merriam's Chipmunk", "confusing_class": "Least Chipmunk", "rate_of_error": 0.52, "ground_truth_full_name": "04836_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Neotamias_merriami", "confusing_class_full_name": "04837_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Neotamias_minimus" }, { "ground_truth": "Dusky-footed Woodrat", "confusing_class": "American Beaver", "rate_of_error": 0.22, "ground_truth_full_name": "04802_Animalia_Chordata_Mammalia_Rodentia_Cricetidae_Neotoma_fuscipes", "confusing_class_full_name": "04794_Animalia_Chordata_Mammalia_Rodentia_Castoridae_Castor_canadensis" }, { "ground_truth": "Indian Palm Squirrel", "confusing_class": "Round-tailed Ground Squirrel", "rate_of_error": 0.48, "ground_truth_full_name": "04825_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Funambulus_palmarum", "confusing_class_full_name": "04857_Animalia_Chordata_Mammalia_Rodentia_Sciuridae_Xerospermophilus_tereticaudus" }, { "ground_truth": "Dusky Leaf-monkey", "confusing_class": "Central American Spider Monkey", "rate_of_error": 0.22, "ground_truth_full_name": "04791_Animalia_Chordata_Mammalia_Primates_Cercopithecidae_Trachypithecus_obscurus", "confusing_class_full_name": "04779_Animalia_Chordata_Mammalia_Primates_Atelidae_Ateles_geoffroyi" }, { "ground_truth": "Central American Spider Monkey", "confusing_class": "Dusky Leaf-monkey", "rate_of_error": 0.28, "ground_truth_full_name": "04779_Animalia_Chordata_Mammalia_Primates_Atelidae_Ateles_geoffroyi", "confusing_class_full_name": "04791_Animalia_Chordata_Mammalia_Primates_Cercopithecidae_Trachypithecus_obscurus" }, { "ground_truth": "Stone Marten", "confusing_class": "Fisher", "rate_of_error": 0.4, "ground_truth_full_name": "04696_Animalia_Chordata_Mammalia_Carnivora_Mustelidae_Martes_foina", "confusing_class_full_name": "04702_Animalia_Chordata_Mammalia_Carnivora_Mustelidae_Pekania_pennanti" }, { "ground_truth": "Collared Peccary", "confusing_class": "Nine-banded Armadillo", "rate_of_error": 0.22, "ground_truth_full_name": "04667_Animalia_Chordata_Mammalia_Artiodactyla_Tayassuidae_Pecari_tajacu", "confusing_class_full_name": "04731_Animalia_Chordata_Mammalia_Cingulata_Dasypodidae_Dasypus_novemcinctus" } ] }