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ResearchFormerly WizWand

Image Classification on World-H (test)

263Used ObjectsNOVIC+ (FT2)
155.88183.69211.5239.31Jul 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
NOVIC+ (FT2)Prompt-free Classification=true, Text-only Training=true, Seen Objects=11897, Backbone=DFN-5B H/14-378 CLIP2024.0726355.586.7787.9487.13
NOVIC+ (FT0)Prompt-free Classification=true, Text-only Training=true, Seen Objects=42919, Backbone=DFN-5B H/14-378 CLIP2024.0726048.586.9588.2787.9
NOVIC (FT2)Prompt-free Classification=true, Text-only Training=true, Seen Objects=118972024.0725352.677.9479.5678.92
NOVIC (FT6)Prompt-free Classification=true, Text-only Training=true, Seen Objects=58992024.0725258.576.4778.6877.67
NOVIC (FT0)Prompt-free Classification=true, Text-only Training=true, Seen Objects=429192024.0725149.671.1474.6773.57
NOVIC (FT9)Prompt-free Classification=true, Text-only Training=true, Seen Objects=29192024.0723566.974.8277.6174.39
RAM (FT2)Prompt-free Classification=false, Text-only Training=false, Seen Objects=118972024.0718876.864.7176.3262.48
RAM (FT0)Prompt-free Classification=false, Text-only Training=false, Seen Objects=429192024.0718874.363.977561.16
Tag2TextPrompt-free Classification=false, Text-only Training=false, Seen Objects=34292024.0717691.962.3277.6164.12
RAMPrompt-free Classification=false, Text-only Training=false, Seen Objects=45852024.0716010057.357559.14