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Benchmarks
Diagram Understanding on AI2D (Score and Avg. Ret.)
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65.38
Score
VTW (K=16)
64.444
64.687
64.93
65.173
Jun 30, 2026
Score
Avg. Retrieval
Updated 24d ago
Evaluation Results
Method
Method
Links
Score
Avg. Retrieval
VTW (K=16)
Model=LLaVA-NeXT, TFLO...
2026.06
65.38
86.5
Vanilla
Model=LLaVA-NeXT, TFLO...
2026.06
65.35
100
VSkip+ (N=20)
Model=LLaVA-NeXT, TFLO...
2026.06
65.25
98.2
Ours (N=20)
Model=LLaVA-NeXT, TFLO...
2026.06
65.03
98.8
APET
Model=LLaVA-NeXT, TFLO...
2026.06
65.01
99.4
V2Drop
Model=LLaVA-NeXT, TFLO...
2026.06
64.75
98.4
ShortV (N=20)
Model=LLaVA-NeXT, TFLO...
2026.06
64.48
96
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