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ResearchFormerly WizWand

Multimodal Question Answering on SEED-Bench IMG

71.56AccuracyLASER
49.272855.058960.84566.6311May 30, 2026
Updated 5mo ago

Evaluation results

MethodLinks
LASERModel Variant=LLaVA-Next 13B2026.0571.56
FP16Model Variant=LLaVA-Next 13B2026.0571.3
WSVDModel Variant=LLaVA-Next 13B2026.0570.67
QSVDModel Variant=LLaVA-Next 13B2026.0569.21
FP16Model Variant=LLaVA-Next 7B2026.0569.02
WSVDModel Variant=LLaVA-Next 7B2026.0567.49
LASERModel Variant=LLaVA-Next 7B2026.0567.49
DuQuantModel Variant=LLaVA-Next 13B2026.0566.15
QSVDModel Variant=LLaVA-Next 7B2026.0565.63
QVLMModel Variant=LLaVA-Next 13B2026.0565.39
DuQuantModel Variant=LLaVA-Next 7B2026.0563.64
LASERModel Variant=LLaVA-v1.5 7B2026.0561.94
WSVDModel Variant=LLaVA-v1.5 7B2026.0560.23
FP16Model Variant=LLaVA-v1.5 7B2026.0560.18
QSVDModel Variant=LLaVA-v1.5 7B2026.0558.49
DuQuantModel Variant=LLaVA-v1.5 7B2026.0554.11
QVLMModel Variant=LLaVA-Next 7B2026.0550.38
QVLMModel Variant=LLaVA-v1.5 7B2026.0550.13