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Benchmarks
Multimodal Spatial Reasoning on EmbSpatial
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67.79
Accuracy
SpecFlow
54.1348
57.6799
61.225
64.7701
Jun 1, 2026
Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
SpecFlow
FLOPs(G)=17731.50, Lat...
2026.06
67.79
SparseVLM
FLOPs(G)=20785.15, Lat...
2026.06
63.89
VoCoT
FLOPs(G)=27211.34, Lat...
2026.06
59.76
LightFastV
FLOPs(G)=23482.94, Lat...
2026.06
58.32
SoT
FLOPs(G)=24784.89, Lat...
2026.06
56.14
PCCoT
FLOPs(G)=17719.32, Lat...
2026.06
56.13
CODI
FLOPs(G)=18584.17, Lat...
2026.06
55.74
Heima
FLOPs(G)=17607.64, Lat...
2026.06
54.66
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