Object Detection on Pascal VOC series (test) (Session Metrics)
86.4Session 1 ScoreUpper-bound
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Upper-bound2025.05 | 86.4 | 72.6 | 69.4 | 67.6 | — | |
| TP-DIOD-BBuffer Size=150/domain2025.05 | 86.4 | 65.8 | 62.1 | 57.5 | — | |
| FT-seqBuffer Size=0/domain2025.05 | 86.4 | 57.5 | 52.6 | 49.5 | — | |
| FT-FCBuffer Size=0/domain2025.05 | 86.4 | 59.1 | 54.4 | 44.2 | — | |
| MCCBuffer Size=0/domain2025.05 | 86.4 | 47.6 | 34.4 | 23.7 | — | |
| IRGBuffer Size=0/domain2025.05 | 86.4 | 51.5 | 43.7 | 33.2 | — | |
| LwFBuffer Size=0/domain2025.05 | 86.4 | 60.4 | 53.6 | 53.2 | — | |
| PASSBuffer Size=0/domain2025.05 | 86.4 | 61.7 | 51.4 | 49.8 | — | |
| L2PBuffer Size=0/domain2025.05 | 86.4 | 59.9 | 55.2 | 45.5 | — | |
| S-PromptsBuffer Size=0/domain2025.05 | 86.4 | 59.4 | 54.3 | 45 | 71.1 | |
| CIFRCNBuffer Size=0/domain2025.05 | 86.4 | 65.3 | 57.7 | 53.5 | — | |
| ERDBuffer Size=0/domain2025.05 | 86.4 | 58.9 | 50.7 | 48.7 | — | |
| LDB (K&K)Buffer Size=0/domain2025.05 | 86.4 | 67.4 | 62.9 | 55.9 | 71.1 | |
| LDB (NMC)Buffer Size=0/domain2025.05 | 86.4 | 68.1 | 64.2 | 56.8 | 77.1 | |
| LDB+SOYOBuffer Size=0/domain2025.05 | 86.4 | 69.2 | 65.3 | 59.6 | 96.7 | |
| LDB+oracleBuffer Size=0/domain2025.05 | 86.4 | 69.6 | 65.9 | 59.9 | 100 |