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ResearchFormerly WizWand

Aggregated Performance on Combined Multimodal Evaluation Summary

54.2Overall ScoreQLoRA
41.82445.03748.2551.463Nov 28, 2025
Updated 8mo ago

Evaluation results

MethodLinks
QLoRABit=4-bit2025.1154.2100.7
QLoRABit=3-bit2025.1154100.4
Original ModelBit=16-bit2025.1153.9100
QLoRABit=2-bit2025.1153.599.2
RD-FSQBit=4-bit2025.1153.399
RD-FSQBit=3-bit2025.1153.298.7
FSQBit=4-bit2025.1153.298.7
RD-FSQBit=2-bit2025.1152.797.9
Randomized Top-KBit=3-bit2025.1152.597.5
Randomized Top-KBit=4-bit2025.1152.497.2
RD-FSQBit=1-bit2025.1151.395.2
FSQBit=3-bit2025.1151.295.1
FSQBit=1-bit2025.115194.7
Randomized Top-KBit=1-bit2025.1150.894.4
FSQBit=2-bit2025.1150.193
Randomized Top-KBit=2-bit2025.1147.688.5
QLoRABit=1-bit2025.1142.378.5