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ResearchFormerly WizWand

Science Question Answering on SQA (SQA, Avg %, TFLOPS, Latency)

69.91SQA ScoreLLaVA-v1.5-7B
65.084466.337267.5968.8428May 10, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LLaVA-v1.5-7BRetain Tokens=Original2026.0569.911008.54167.5
PDropRetain Tokens=1282026.0569.7695.772.6867.59
FastVRetain Tokens=1922026.0569.3198.323.4484.22
PDropRetain Tokens=2882026.0569.3199.284.72105.96
PDropRetain Tokens=1922026.0569.2697.083.4681.94
COASTRetain Tokens=2882026.0569.1199.634.68104.45
V^2DropRetain Tokens=2882026.0569.0699.594.68136.4
COASTRetain Tokens=1922026.0569.0199.793.4489.93
V^2DropRetain Tokens=1922026.0568.9698.533.42113.78
COASTRetain Tokens=1282026.0568.7798.642.677.94
FastVRetain Tokens=1282026.0568.7296.82.6274.28
SparseVLMRetain Tokens=1922026.0568.7298.393.8692.07
SparseVLMRetain Tokens=1282026.0568.6797.812.968.73
FastVRetain Tokens=2882026.0568.6799.254.7125.8
SparseVLMRetain Tokens=2882026.0568.4299.135.02109.12
V^2DropRetain Tokens=1282026.0568.3796.22.5992.8
MMTOKRetain Tokens=1282026.0565.5396.992.4280.47
MMTOKRetain Tokens=1922026.0565.3997.773.2594.62
MMTOKRetain Tokens=2882026.0565.2798.624.51125.75