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Audio-Visual Question Answering on AVQA

94.2Accuracy

V-LynX-7B

Updated 1d ago

Evaluation Results

Method	Links
V-LynX-7B 2026.05		94.2
Qwen3-Omni 2026.04		93.8
PAVE-7B 2026.05		93.8
V-LynX-0.5B 2026.05		93.1
Crab+ 2026.03		92.16
CAT-7B 2024.03		92
CAT-7B-FT 2026.05		92
AVRT 2026.04		91.1
LLaVA-OV-7B-FT 2026.05		90.8
AVRT 2026.04		90.4
PAVE-0.5B 2026.05		90.4
PSTP-Net 2024.03		90.2
PSTP-Net 2026.03		90.2
PSTP-Net 2026.05		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
Qwen2.5 Omni 2026.04		88.3
HGA + HAVF 2024.03		87.7
Full Token 2026.05		87.6
Full Token 2026.05		87.6
ContextGuard 2026.05		87.3
OmniZip 2026.05		87.3
FastV 2026.05		87.2
ContextGuard 2026.05		87.1
Random 2026.05		87.1
FastV 2026.05		87
OmniZip 2026.05		87
Random 2026.05		86.7
V-RTS 2026.04		86.6
LLaVA-OV-0.5B-FT 2026.05		86.4
LLaVA-OV-7B 2026.05		85.6
Qwen2.5 Omni 2026.04		84.9
v-SALMONN-o1 2026.04		84.8
Full Token 2026.05		81.6
ContextGuard 2026.05		81.4
Kimi-VL-Thinking 2026.04		81.4
OmniZip 2026.05		81.3
Random 2026.05		81.2
FastV 2026.05		81
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
LLaVA-OV-0.5B 2026.05		77.4
WUDI Merging 2025.05		76.86
Ties Merging 2025.05		75.84
Vision 2025.05		75.55
Dynamic FSQ (Pure Semantic) 2026.05		72.46
TAPF 2026.04		72.08
Dynamic FSQ (w/ Recon) 2026.05		71.39
Dynamic FSQ 2026.05		70.15
A-V Static Fusion 2026.04		69.52
TAPF 2026.04		69.41
Weight Average 2025.05		69.39
OmniZip 2026.05		68.8
Full Token 2026.05		67.8
WavTokenizer 2026.04		67.34
WavTokenizer 2026.05		67.32
ContextGuard 2026.05		66.9
Random 2026.05		66.8
FastV 2026.05		66.1
DAC Tokenizer 2026.04		65.61
DAC Tokenizer 2026.05		65.61
Dynamic FSQ 2026.05		65.26
AF3 (think) 2026.04		64.3
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
Speech Tokenizer 2026.05		58.39
A-V Static Fusion 2026.04		58.32
Fixed-Stride FSQ 2026.05		57.77
video-SALMONN2 2026.01		57.6
SYLLABLELM 2026.05		55.26
Audio 2025.05		47.57
X-InstructBLIP 2025.03		44.5