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Video Quality Assessment on LSVQ 1080p

0.832SRCC

Soft Ranking (Stage 1)

Updated 13d ago

Evaluation Results

Method
Soft Ranking (Stage 1) 2025.05	0.832	0.857
VersusQ 2026.05	0.824	0.852
Q-ALIGN (1fps) + FAST-VQA 2023.12	0.818	0.85
KVQ 2025.03	0.814	0.846
qst 2024.02	0.809	0.844
VQ-Jarvis 2026.03	0.809	0.84
LMM-PVQA (Soft Ranking Stage 3) 2025.05	0.806	0.835
LMM-PVQA (Soft Ranking Stage 1) 2025.05	0.803	0.83
LMM-PVQA (Soft Ranking Stage 2) 2025.05	0.802	0.83
LMM-PVQA (Hard Ranking) 2025.05	0.799	0.817
VQAThinker 2026.05	0.798	0.834
Q-ALIGN (1fps) 2023.12	0.797	0.83
Q-Align 2026.02	0.797	0.83
Q-Align 2024.07	0.797	0.83
qt 2024.02	0.796	0.831
DOVER 2023.12	0.795	0.83
DOVER 2024.02	0.795	0.83
VQA2-Scorer 2026.05	0.794	0.821
MinimalisticVQA(IX) 2025.05	0.792	0.828
MinimalisticVQA 2026.05	0.792	0.828
Modular-VQA 2026.03	0.791	0.844
KSVQE 2024.02	0.79	0.823
Soft Ranking (Base) 2025.05	0.79	0.814
DOVER 2026.03	0.787	0.828
VQ-Insight 2026.03	0.786	0.823
VQ-Insight 2026.05	0.786	0.823
CLIPVQA 2025.03	0.785	0.833
QPT V2 2024.07	0.785	0.822
DOVER 2025.05	0.782	0.813
DOVER 2025.05	0.782	0.813
DOVER 2026.05	0.782	0.813
FAST-VQA 2025.05	0.781	0.813
MinimalisticVQA 2025.05	0.781	0.82
FAST-VQA 2025.05	0.781	0.813
FAST-VQA 2026.05	0.781	0.813
FAST-VQA 2023.12	0.779	0.814
FastVQA 2024.02	0.779	0.814
FastVQA 2024.02	0.779	0.814
Fast-VQA 2025.03	0.779	0.814
FastVQA 2024.07	0.779	0.814
Dover 2024.02	0.778	0.812
BVQA 2023.12	0.772	0.788
Li22 2024.02	0.772	0.788
Faster-VQA 2025.03	0.772	0.811
BVQA 2024.07	0.772	0.788
Li et al. 2025.03	0.771	0.782
ASO 2026.02	0.771	0.824
Minimalist-VQA 2026.03	0.769	0.818
SFT 2026.02	0.765	0.737
Fast-VQA 2026.03	0.765	0.81
SimpleVQA 2023.12	0.764	0.803
SimpleVQA 2024.02	0.764	0.803
qs 2024.02	0.764	0.808
SimpleVQA 2024.07	0.764	0.803
SimpleVQA 2025.05	0.764	0.803
Q-Align 2025.05	0.761	0.822
Q-Align 2026.05	0.761	0.822
VQA^2 2026.03	0.76	0.819
Q-Align 2026.03	0.758	0.833
SimpleVQA 2026.05	0.756	0.801
qb 2024.02	0.754	0.802
SimpleVQA 2024.02	0.75	0.793
MinimalisticVQA(VII) 2025.05	0.74	0.784
DisCoVQA 2023.12	0.734	0.772
VisualQuality-R1 2026.05	0.716	0.744
PVQ 2023.12	0.711	0.739
PVQ 2024.02	0.711	0.739
PVQw/patch 2025.03	0.711	0.739
PVQ 2024.07	0.711	0.739
PatchVQ 2025.05	0.711	0.739
VideoLLaMA3 (Qwen2.5-7B) 2025.06	0.705	0.714
PVQwo/patch 2025.03	0.686	0.708
PVQ 2024.07	0.686	0.708
Gemini-2.5Pro 2026.02	0.682	0.691
Video-LLaVA (Vicuna-v1.5-7B) 2025.06	0.68	0.653
VSFA 2023.12	0.675	0.704
VSFA 2024.02	0.675	0.704
VSFA 2024.02	0.675	0.704
VSFA 2025.03	0.675	0.704
VSFA 2024.07	0.675	0.704
LLaVA-Next-Video (Mistral-7B) 2025.06	0.675	0.705
VSFA 2025.05	0.675	0.704
LLaVA-OneVision (Vicuna-v1.1-7B) 2025.06	0.671	0.634
LLaVA-Video (Qwen2-7B) 2025.06	0.667	0.652
GPT-4.1 2026.02	0.651	0.677
Q-Instruct 2026.03	0.644	0.64
Qwen2.5-VL 2026.02	0.624	0.61
InternVL-3.5 2026.02	0.61	0.595
Q-Insight 2026.05	0.601	0.648
TLVQM 2023.12	0.589	0.616
TLVQM 2024.02	0.589	0.616
TLVQM 2025.03	0.589	0.616
TLVQM 2024.07	0.589	0.616
TLVQM 2025.05	0.589	0.616
InternVL-Chat (Vicuna-7B) 2025.06	0.582	0.59
CLIP-IQA 2026.05	0.553	0.505
VIDEVAL 2023.12	0.545	0.554
VIDEVAL 2024.02	0.545	0.554
VIDEVAL 2025.03	0.545	0.554
VIDEVAL 2024.07	0.545	0.554

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