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Benchmarks
Multimodal Spatial Reasoning on V-Star
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61.28
Accuracy
SpecFlow
37.1312
43.4006
49.67
55.9394
Jun 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
SpecFlow
FLOPs(G)=13985.48, Lat...
2026.06
61.28
VoCoT
FLOPs(G)=22334.01, Lat...
2026.06
59.87
SparseVLM
FLOPs(G)=17802.00, Lat...
2026.06
57.36
CODI
FLOPs(G)=14279.39, Lat...
2026.06
48.43
LightFastV
FLOPs(G)=18802.51, Lat...
2026.06
46.83
PCCoT
FLOPs(G)=13963.49, Lat...
2026.06
44.4
Heima
FLOPs(G)=14314.26, Lat...
2026.06
41.7
SoT
FLOPs(G)=20319.23, Lat...
2026.06
38.06
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