Object Detection on ODinW13
71.8APSAM 3
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| SAM 3Number of shots=102025.11 | 71.8 | — | — | — | — | — | — | — | — | |
| gDino1.5-ProNumber of shots=102025.11 | 67.9 | — | — | — | — | — | — | — | — | |
| SAM 3Number of shots=02025.11 | 61 | — | — | — | — | — | — | — | — | |
| gDino1.5-ProNumber of shots=02025.11 | 58.7 | — | — | — | — | — | — | — | — | |
| gDino-TNumber of shots=02025.11 | 49.7 | — | — | — | — | — | — | — | — | |
| GLIP (Tiny) + DetRefinerDetRefiner=Applied (trained on OV-LVIS), Trained Data=O365, GoldG, CC3M, SBU2026.05 | 43.3 | — | — | — | — | — | — | — | — | |
| MM-Grounding DINO (Tiny) + DetRefinerDetRefiner=Applied (trained on OV-LVIS), Trained Data=O365, GoldG, GRIT, V3Det2026.05 | 42.2 | — | — | — | — | — | — | — | — | |
| GLIP (Tiny)DetRefiner=None, Trained Data=O365, GoldG, CC3M, SBU2026.05 | 41.7 | — | — | — | — | — | — | — | — | |
| MM-Grounding DINO (Tiny)DetRefiner=None, Trained Data=O365, GoldG, GRIT, V3Det2026.05 | 41.1 | — | — | — | — | — | — | — | — | |
| Grounding DINO (Tiny) + DetRefinerDetRefiner=Applied (trained on OV-LVIS), Trained Data=O365, GoldG, Cap4M2026.05 | 38.9 | — | — | — | — | — | — | — | — | |
| Grounding DINO (Tiny)DetRefiner=None, Trained Data=O365, GoldG, Cap4M2026.05 | 38.4 | — | — | — | — | — | — | — | — | |
| Gemini2.5-ProNumber of shots=02025.11 | 33.7 | — | — | — | — | — | — | — | — | |
| LLMDet (Tiny) + DetRefinerDetRefiner=Applied (trained on OV-LVIS), Trained Data=GroundingCap-1M2026.05 | 32.2 | — | — | — | — | — | — | — | — | |
| LLMDet (Tiny)DetRefiner=None, Trained Data=GroundingCap-1M2026.05 | 31.5 | — | — | — | — | — | — | — | — | |
| GDINO2026.03 | — | 69.1 | 70.9 | 72.4 | 40.8 | 64.6 | 78.4 | 3.3 | 0.9 | |
| GenerateU2026.03 | — | 67.3 | 71.5 | 72.2 | 32.8 | 63.1 | 80 | 0.22 | 12.2 | |
| Open-Det2026.03 | — | 53.9 | 62.9 | 69.1 | 27.7 | 59.8 | 76.6 | 0.15 | 30.7 | |
| PF-RPN2026.03 | — | 76.5 | 78.6 | 79.8 | 45.4 | 71.9 | 85.8 | 4.6 | 0.5 |