Multi-label classification on VOC (test)
75.2mAPSTROP-M
Evaluation Results
| Method | Links | |
|---|---|---|
| STROP-MEncoder=DINO-B, Model=STROP-M, Repr.=latent, Linear probe=true2026.05 | 75.2 | |
| DINO-BEncoder=DINO-B, Repr.=teacher, Linear probe=true2026.05 | 74.7 | |
| STROP-SEncoder=DINO-B, Model=STROP-S, Repr.=latent, Linear probe=true2026.05 | 74.1 | |
| DINO-LEncoder=DINO-L, Repr.=teacher, Linear probe=true2026.05 | 68.4 | |
| STROP-MEncoder=DINO-L, Model=STROP-M, Repr.=latent, Linear probe=true2026.05 | 68.3 | |
| FlexTokEncoder=FlexTok, Model=D12-D12-IN1k, Repr.=latent, Linear probe=true2026.05 | 61.7 | |
| STROP-SEncoder=DINO-S, Model=STROP-S, Repr.=latent, Linear probe=true2026.05 | 61.5 | |
| DINO-SEncoder=DINO-S, Repr.=teacher, Linear probe=true2026.05 | 59.4 | |
| STROP-MEncoder=DINO-S, Model=STROP-M, Repr.=latent, Linear probe=true2026.05 | 59.4 | |
| One-D-Piece-S-256Encoder=DINOv3-S, Model=One-D-Piece-S-256, Repr.=latent, Linear probe=true2026.05 | 39 | |
| STROP-SEncoder=DINO-B, Model=STROP-S, Repr.=program, Linear probe=true2026.05 | 18.5 | |
| STROP-SEncoder=DINO-S, Model=STROP-S, Repr.=program, Linear probe=true2026.05 | 17.8 | |
| STROP-MEncoder=DINO-L, Model=STROP-M, Repr.=program, Linear probe=true2026.05 | 16.1 | |
| STROP-MEncoder=DINO-B, Model=STROP-M, Repr.=program, Linear probe=true2026.05 | 14.7 | |
| STROP-MEncoder=DINO-S, Model=STROP-M, Repr.=program, Linear probe=true2026.05 | 13.3 | |
| One-D-Piece-S-256Encoder=DINOv3-S, Model=One-D-Piece-S-256, Repr.=program, Linear probe=true2026.05 | 9.6 | |
| FlexTokEncoder=FlexTok, Model=D12-D12-IN1k, Repr.=program, Linear probe=true2026.05 | 9.5 |