Object Detection on OmniLabel 2023 (val)
45.3AP (description)SAM 3 Agent
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAM 3 AgentMLLM=Gemini 2.5 Pro2025.11 | 45.3 | 53.8 | 45.1 | 37.7 | |
| SAM 3 AgentMLLM=Qwen2.5-VL 72B2025.11 | 42 | 56 | 40.4 | 33.2 | |
| SAM 3 AgentMLLM=Qwen2.5-VL 7B2025.11 | 36.7 | 52.6 | 34.3 | 26.6 | |
| REALmode=Overall state-of-the-art2025.11 | 36.5 | 54.4 | 33.2 | 25.5 | |
| SAM 3 AgentMLLM=Llama4 Maverick2025.11 | 32.8 | 43.7 | 30.9 | 27.5 | |
| SegZeroMLLM=Qwen2.5-VL 7B, reproduced=true2025.11 | 13.5 | 20.7 | 12.4 | 9.1 | |
| X-SAMMLLM=Phi-3-3.8B, reproduced=true2025.11 | 12 | 17.1 | 11.4 | 8.8 |