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Benchmarks
Object Detection on OmniLabel 2023 (val)
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45.3
AP (description)
SAM 3 Agent
10.668
19.659
28.65
37.641
Nov 20, 2025
AP (description)
AP (description-S)
AP (description-M)
AP (description-L)
Updated 19d ago
Evaluation Results
Method
Method
Links
AP (description)
AP (description-S)
AP (description-M)
AP (description-L)
SAM 3 Agent
MLLM=Gemini 2.5 Pro
2025.11
45.3
53.8
45.1
37.7
SAM 3 Agent
MLLM=Qwen2.5-VL 72B
2025.11
42
56
40.4
33.2
SAM 3 Agent
MLLM=Qwen2.5-VL 7B
2025.11
36.7
52.6
34.3
26.6
REAL
mode=Overall state-of-...
2025.11
36.5
54.4
33.2
25.5
SAM 3 Agent
MLLM=Llama4 Maverick
2025.11
32.8
43.7
30.9
27.5
SegZero
MLLM=Qwen2.5-VL 7B, re...
2025.11
13.5
20.7
12.4
9.1
X-SAM
MLLM=Phi-3-3.8B, repro...
2025.11
12
17.1
11.4
8.8
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