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Benchmarks
Region Captioning on ParaDLC-Bench
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49
Positive Rate
GAR
23.104
29.827
36.55
43.273
Jun 17, 2026
Positive Rate
Negative Rate
Average Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Positive Rate
Negative Rate
Average Score
GAR
Size=8B, TPF=1, Time (...
2026.06
49
87.6
69.5
DAM
Size=3B, TPF=1, Time (...
2026.06
48.1
87.2
69.2
Gemini-3.1-Pro
Size=-, TPF=-, Time (s)=-
2026.06
43.6
81.1
63.7
PerceptionDLM
Size=8B, TPF=2.9, Time...
2026.06
42.3
82.4
62.4
PixelRefer
Size=7B, TPF=1, Time (...
2026.06
40.8
78.7
60.5
Gemini-2.5-Pro
Size=-, TPF=-, Time (s)=-
2026.06
39.7
73.3
57.5
GPT-5.2
Size=-, TPF=-, Time (s)=-
2026.06
38
71
55.2
SDAR-VL
Size=8B, TPF=1*, Time...
2026.06
30.2
28.8
31.3
Dream-VL
Size=7B, TPF=1*, Time...
2026.06
29.7
28.6
30.4
LLaDA-V
Size=8B, TPF=1*, Time...
2026.06
24.1
46.3
35.2
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