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Benchmarks
Multimodal Reasoning on MMEvalPro
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82.8
Accuracy
ThinkLite-VL (+ Ours)
68.864
72.482
76.1
79.718
Dec 13, 2025
Dec 27, 2025
Jan 10, 2026
Jan 25, 2026
Feb 8, 2026
Feb 22, 2026
Mar 9, 2026
Accuracy
UPR
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
UPR
ThinkLite-VL (+ Ours)
Model=ThinkLite-VL, Me...
2025.12
82.8
4.8
ThinkLite-VL (Vanilla)
Model=ThinkLite-VL, Me...
2025.12
78.7
13.4
LEAD
Base Model=VL-Rethinke...
2026.03
75.7
-
LEAD
Base Model=VL-Cogito-7...
2026.03
75.6
-
LEAD
Base Model=Vision-R1-7...
2026.03
75.1
-
LEAD
Base Model=R1-Onevisio...
2026.03
73.9
-
LEAD
Base Model=OpenVLThink...
2026.03
73.5
-
VL-Rethinker-7B
Decoding Strategy=Stan...
2026.03
73.2
-
VL-Cogito-7B
Decoding Strategy=Stan...
2026.03
73
-
Vision-R1-7B
Decoding Strategy=Stan...
2026.03
72.2
-
OpenVLThinker-7B
Decoding Strategy=Stan...
2026.03
71.5
-
MemVR
Base Model=R1-Onevisio...
2026.03
71.3
-
SID
Base Model=R1-Onevisio...
2026.03
71
-
VCD
Base Model=R1-Onevisio...
2026.03
69.8
-
R1-Onevision-7B
Decoding Strategy=Stan...
2026.03
69.4
-
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