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ResearchFormerly WizWand

Binary Classification on CounterAnimal Pair 1: Brambling vs. Bulbul

93.2Average AccuracyBAP (LP)
50.45661.55372.6583.747May 11, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BAP (LP)Backbone=SigLIP2, Evaluation Protocol=Trained2026.0593.288.3
Native Backbone (LP)Backbone=SigLIP2, Evaluation Protocol=Trained2026.0592.471.8
BAP (LP)Backbone=CLIP, Evaluation Protocol=Trained2026.059286.4
Native Backbone (LP)Backbone=CLIP, Evaluation Protocol=Trained2026.0591.774.2
Data-Matched ControlBackbone=CLIP, Evaluation Protocol=Trained2026.0586.870.4
Data-Matched ControlBackbone=SigLIP2, Evaluation Protocol=Trained2026.0585.273.6
BAP (ZS)Backbone=CLIP, Evaluation Protocol=Zero-shot2026.0583.564.9
BAP (ZS)Backbone=SigLIP2, Evaluation Protocol=Zero-shot2026.0581.956.7
DIALBackbone=CLIP, Evaluation Protocol=Zero-shot2026.0579.261.6
Native Backbone (ZS)Backbone=CLIP, Evaluation Protocol=Zero-shot2026.0578.556.3
DIALBackbone=SigLIP2, Evaluation Protocol=Zero-shot2026.0574.642
ERM (LP-FT)Backbone=SigLIP2, Evaluation Protocol=Trained2026.0573.131.9
Native Backbone (ZS)Backbone=SigLIP2, Evaluation Protocol=Zero-shot2026.0570.436.3
ERM (LP-FT)Backbone=CLIP, Evaluation Protocol=Trained2026.0568.623.2
PRuSCBackbone=SigLIP2, Evaluation Protocol=Trained2026.0557.941.3
PRuSCBackbone=CLIP, Evaluation Protocol=Trained2026.0552.134.6