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ResearchFormerly WizWand

Video Reasoning on VideoMMMU comprehension

61.33AccuracyDBTrimKV
7.520421.490235.4649.4298May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DBTrimKVBudget=5122026.0561.33
DBTrimKVBudget=10242026.0559.33
TrimKVBudget=10242026.0559
DBTrimKVBudget=2562026.0557
DBTrimKVBudget=1282026.0557
VanillaBudget=Full2026.0555
TrimKVBudget=5122026.0551.51
DBTrimKVBudget=642026.0542.67
TrimKVBudget=2562026.0542.48
AdaKVBudget=10242026.0531.67
Ada-Pyramid-KVBudget=10242026.0530.74
R-KVBudget=10242026.0530.33
SnapKVBudget=10242026.0528.67
TrimKVBudget=1282026.0528.38
AdaKVBudget=5122026.0524.67
R-KVBudget=5122026.0521.84
SnapKVBudget=5122026.0521.4
Ada-Pyramid-KVBudget=5122026.0519.46
AdaKVBudget=2562026.0518.77
TrimKVBudget=642026.0518.18
R-KVBudget=2562026.0517.27
Ada-Pyramid-KVBudget=2562026.0515.17
SnapKVBudget=2562026.0514.92
Ada-Pyramid-KVBudget=1282026.0513.57
SnapKVBudget=1282026.0513.06
R-KVBudget=1282026.0511.03
AdaKVBudget=1282026.059.59