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Benchmarks
Multi-modal Understanding on MME (Score, Latency, Memory)
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2,315
MME Score
Original
2,160.04
2,200.27
2,240.5
2,280.73
Apr 9, 2026
MME Score
E2E Latency (s)
KV Cache Size (MB)
Total Memory (GB)
Updated 9d ago
Evaluation Results
Method
Method
Links
MME Score
E2E Latency (s)
KV Cache Size (MB)
Total Memory (GB)
Original
Pruning Ratio=0.0, Bac...
2026.04
2,315
1,200
668
16.9
HAWK
Pruning Ratio=0.6, Bac...
2026.04
2,313
960
276
16.1
HAWK
Pruning Ratio=0.8, Bac...
2026.04
2,311
900
148
15.7
DivPrune
Pruning Ratio=0.6, Bac...
2026.04
2,274
1,080
276
16.1
CDPruner
Pruning Ratio=0.6, Bac...
2026.04
2,248
1,140
276
16.1
DivPrune
Pruning Ratio=0.8, Bac...
2026.04
2,196
900
148
15.7
CDPruner
Pruning Ratio=0.8, Bac...
2026.04
2,166
960
148
15.7
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