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Efficiency Metrics for Visual Reasoning on NLVR2
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20.01
GFLOPs
UPop
15.5088
45.8919
76.275
106.6581
Apr 3, 2026
GFLOPs
Latency
Speedup Ratio
Updated 1mo ago
Evaluation Results
Method
Method
Links
GFLOPs
Latency
Speedup Ratio
UPop
Pruning ratio=0.85
2026.04
20.01
2.61
1.86
CoMP
Pruning ratio=0.85
2026.04
20.26
1.25
3.85
MADTP
Pruning ratio=0.85
2026.04
20.57
1.27
3.82
Uncompressed
Pruning ratio=0
2026.04
132.54
4.85
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