Object Detection on LVIS Rare 50 10-shot (val)
40.5mAPSAM3
Evaluation results
| Method | Links | |
|---|---|---|
| SAM3Input Conditioning=C, Model Category=Specialist Models2026.03 | 40.5 | |
| GroundingDINOTraining Protocol=Fine-Tuned, Input Conditioning=C, Model Category=Specialist Models2026.03 | 40.3 | |
| Qwen3-VL w/ DetPO + VQA ScoreModel Scale=30B-A3B, Input Conditioning=C + I, Optimization Technique=DetPO, Enhancement=VQA Score, Model Category=Generalist Models2026.03 | 28.5 | |
| LLMDetInput Conditioning=C, Model Category=Specialist Models2026.03 | 27.1 | |
| Qwen3-VL w/ DetPOModel Scale=30B-A3B, Input Conditioning=C + I, Optimization Technique=DetPO, Model Category=Generalist Models2026.03 | 25.1 | |
| Qwen3-VLModel Scale=30B-A3B, Input Conditioning=C + I, Model Category=Generalist Models2026.03 | 21.9 | |
| Qwen3-VL w/ GEPAModel Scale=30B-A3B, Input Conditioning=C + I, Optimization Technique=GEPA, Model Category=Generalist Models2026.03 | 21.9 | |
| Qwen3-VL w/ MIPROv2Model Scale=30B-A3B, Input Conditioning=C + I, Optimization Technique=MIPROv2, Model Category=Generalist Models2026.03 | 21.9 |