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ResearchFormerly WizWand

Multi-label classification on VOC (test)

75.2mAPSTROP-M
6.87224.61142.3560.089May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
STROP-MEncoder=DINO-B, Model=STROP-M, Repr.=latent, Linear probe=true2026.0575.2
DINO-BEncoder=DINO-B, Repr.=teacher, Linear probe=true2026.0574.7
STROP-SEncoder=DINO-B, Model=STROP-S, Repr.=latent, Linear probe=true2026.0574.1
DINO-LEncoder=DINO-L, Repr.=teacher, Linear probe=true2026.0568.4
STROP-MEncoder=DINO-L, Model=STROP-M, Repr.=latent, Linear probe=true2026.0568.3
FlexTokEncoder=FlexTok, Model=D12-D12-IN1k, Repr.=latent, Linear probe=true2026.0561.7
STROP-SEncoder=DINO-S, Model=STROP-S, Repr.=latent, Linear probe=true2026.0561.5
DINO-SEncoder=DINO-S, Repr.=teacher, Linear probe=true2026.0559.4
STROP-MEncoder=DINO-S, Model=STROP-M, Repr.=latent, Linear probe=true2026.0559.4
One-D-Piece-S-256Encoder=DINOv3-S, Model=One-D-Piece-S-256, Repr.=latent, Linear probe=true2026.0539
STROP-SEncoder=DINO-B, Model=STROP-S, Repr.=program, Linear probe=true2026.0518.5
STROP-SEncoder=DINO-S, Model=STROP-S, Repr.=program, Linear probe=true2026.0517.8
STROP-MEncoder=DINO-L, Model=STROP-M, Repr.=program, Linear probe=true2026.0516.1
STROP-MEncoder=DINO-B, Model=STROP-M, Repr.=program, Linear probe=true2026.0514.7
STROP-MEncoder=DINO-S, Model=STROP-M, Repr.=program, Linear probe=true2026.0513.3
One-D-Piece-S-256Encoder=DINOv3-S, Model=One-D-Piece-S-256, Repr.=program, Linear probe=true2026.059.6
FlexTokEncoder=FlexTok, Model=D12-D12-IN1k, Repr.=program, Linear probe=true2026.059.5