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Audio-Visual Question Answering on AVQA

92.16Accuracy

Crab+

Updated 4d ago

Evaluation Results

Method	Links
Crab+ 2026.03		92.16
CAT-7B 2024.03		92
PSTP-Net 2024.03		90.2
PSTP-Net 2026.03		90.2
SaSR-Net 2026.03		89.9
EgoAVU (LoRA) 2026.02		89.7
EgoAVU (Full) 2026.02		89.5
Qwen2.5-Omni 2026.02		89.4
HCRN + HAVF 2024.03		89
HCRN+HAVF 2026.03		89
HGA + HAVF 2024.03		87.7
TSV Merging 2025.05		80.9
OptMerge 2025.05		80.82
DAMC 2025.05		80.78
NaiveMC 2025.05		80.26
Video 2025.05		79.2
Crab 2025.03		78.94
VALOR 2025.03		78.9
Task Arithmetic 2025.05		78.62
Iso-C 2025.05		77.51
WUDI Merging 2025.05		76.86
Ties Merging 2025.05		75.84
Vision 2025.05		75.55
TAPF 2026.04		72.08
A-V Static Fusion 2026.04		69.52
TAPF 2026.04		69.41
Weight Average 2025.05		69.39
WavTokenizer 2026.04		67.34
DAC Tokenizer 2026.04		65.61
VideoLLaMA2 w/ FastAV 2026.01		62.3
VideoLLaMA2 2026.01		61.4
video-SALMONN2 w/ FastAV 2026.01		58.4
Speech Tokenizer 2026.04		58.39
A-V Static Fusion 2026.04		58.32
video-SALMONN2 2026.01		57.6
Audio 2025.05		47.57
X-InstructBLIP 2025.03		44.5