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ResearchFormerly WizWand

Multi-label Classification on COCO Stuff-27 (test)

61.7mAPSTROP-S
29.25237.67646.154.524May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
STROP-SEncoder=DINO-B, Model=STROP-S, Repr.=latent, Linear probe=true2026.0561.7
STROP-MEncoder=DINO-B, Model=STROP-M, Repr.=latent, Linear probe=true2026.0561.6
DINO-BEncoder=DINO-B, Repr.=teacher, Linear probe=true2026.0561.2
STROP-MEncoder=DINO-L, Model=STROP-M, Repr.=latent, Linear probe=true2026.0559.9
DINO-LEncoder=DINO-L, Repr.=teacher, Linear probe=true2026.0559.7
STROP-SEncoder=DINO-S, Model=STROP-S, Repr.=latent, Linear probe=true2026.0556.6
STROP-MEncoder=DINO-S, Model=STROP-M, Repr.=latent, Linear probe=true2026.0556.5
DINO-SEncoder=DINO-S, Repr.=teacher, Linear probe=true2026.0556.2
FlexTokEncoder=FlexTok, Model=D12-D12-IN1k, Repr.=latent, Linear probe=true2026.0553.2
One-D-Piece-S-256Encoder=DINOv3-S, Model=One-D-Piece-S-256, Repr.=latent, Linear probe=true2026.0548.1
STROP-SEncoder=DINO-B, Model=STROP-S, Repr.=program, Linear probe=true2026.0536.1
STROP-SEncoder=DINO-S, Model=STROP-S, Repr.=program, Linear probe=true2026.0534.9
STROP-MEncoder=DINO-L, Model=STROP-M, Repr.=program, Linear probe=true2026.0534.5
FlexTokEncoder=FlexTok, Model=D12-D12-IN1k, Repr.=program, Linear probe=true2026.0533.9
STROP-MEncoder=DINO-B, Model=STROP-M, Repr.=program, Linear probe=true2026.0531.3
One-D-Piece-S-256Encoder=DINOv3-S, Model=One-D-Piece-S-256, Repr.=program, Linear probe=true2026.0530.6
STROP-MEncoder=DINO-S, Model=STROP-M, Repr.=program, Linear probe=true2026.0530.5