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ResearchFormerly WizWand

Image Classification on ODIR 200x3

89.3ACAKeepFIT
38.3451.5764.878.03May 20, 2024
Updated 8mo ago

Evaluation results

MethodLinks
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=102024.0589.3
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=102024.0588.7
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=52024.0588.3
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=52024.0587.8
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=52024.0587.3
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=102024.0587.3
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=TipAdapter, Shots=102024.0587.2
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=TipAdapter, Shots=52024.0587
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=12024.0587
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=102024.0586.3
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=102024.0586.2
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=TipAdapter, Shots=12024.0586.2
KeepFITPre-training Data=50% flair MM, Protocol=Zero-Shot2024.0586.2
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=52024.0585.8
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=102024.0585.3
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=102024.0585.2
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=52024.0584.8
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=12024.0584.8
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=102024.0584.7
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=52024.0584.7
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=TipAdapter, Shots=52024.0584.3
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=TipAdapter, Shots=102024.0584.2
KeepFITPre-training Data=50% flair MM, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=12024.0583.2
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=52024.0582.7
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=52024.0582.3
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=TipAdapter, Shots=12024.0582.3
KeepFITPre-training Data=flair+MM, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=12024.0582
KeepFITPre-training Data=flair+MM, Protocol=Zero-Shot2024.0581.2
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=102024.0580.7
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=102024.0580.3
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter, Shots=102024.0579.5
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=12024.0579.5
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=52024.0579.5
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=52024.0578.5
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter, Shots=102024.0578.3
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter, Shots=52024.0578.2
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter, Shots=12024.0578
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter, Shots=52024.0577.7
KeepFITPre-training Data=flair+syn, Protocol=Zero-Shot2024.0577.7
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=12024.0577.5
KeepFITPre-training Data=flair, Protocol=Zero-Shot2024.0576.8
KeepFITPre-training Data=flair, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=12024.0576.3
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=12024.0576
KeepFITPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter, Shots=12024.0575.1
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=12024.0573.5
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=ClipAdapter, Shots=12024.0572
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=102024.0567.2
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=52024.0564.7
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter, Shots=102024.0563.2
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter, Shots=52024.0562.2
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter, Shots=12024.0560.3
FLAIRPre-training Data=flair+syn, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=12024.0558
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=102024.0553.5
FLAIRPre-training Data=flair+syn, Protocol=Zero-Shot2024.0552
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=52024.0546.2
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter, Shots=102024.0542.2
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter-f, Shots=12024.0541.7
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter, Shots=52024.0541.3
FLAIRPre-training Data=flair, Protocol=Few-Shot, Adapter=TipAdapter, Shots=12024.0540.3
FLAIRPre-training Data=flair, Protocol=Zero-Shot2024.0540.3