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Video Quality Assessment on YouTube-UGC

0.91SROCC

Soft Ranking (Stage 1)

Updated 15d ago

Evaluation Results

Method
Soft Ranking (Stage 1) 2025.05	0.91	0.911	-
KVQ 2025.03	0.903	0.905	-
KVQ 2026.04	0.903	0.905	-
KSVQE 2024.02	0.9	0.912	-
DOVER 2026.04	0.89	0.891	-
MinimalisticVQA 2025.05	0.89	0.891	-
qst 2024.02	0.876	0.877	-
DOVER 2024.02	0.875	0.874	-
DPC-VQA 2026.04	0.868	0.871	-
FastVQA 2024.02	0.863	0.859	-
FasterVQA 2025.03	0.863	0.859	-
Soft Ranking (Base) 2025.05	0.858	0.848	-
qs 2024.02	0.857	0.859	-
LMM-PVQA (Soft Ranking Stage 2) 2025.05	0.856	0.859	-
FastVQA 2024.02	0.855	0.852	-
Fast-VQA 2025.03	0.855	0.852	-
FAST-VQA 2025.05	0.855	0.852	-
qt 2024.02	0.854	0.858	-
LMM-PVQA (Soft Ranking Stage 3) 2025.05	0.854	0.861	-
FastVQA 2026.04	0.852	0.855	-
SimpleVQA 2022.04	0.847	0.856	-
SimpleVQA 2024.02	0.847	0.856	-
SimpleVQA 2026.04	0.847	0.856	-
SimpleVQA 2025.05	0.847	0.856	-
LMM-PVQA (Soft Ranking Stage 1) 2025.05	0.845	0.849	-
Dover 2024.02	0.841	0.851	-
qb 2024.02	0.841	0.847	-
DOVER 2025.05	0.841	0.851	-
LMM-PVQA (Hard Ranking) 2025.05	0.839	0.844	-
VQT 2025.03	0.836	0.851	-
Q-Align 2025.05	0.834	0.846	-
CONVIQT 2026.04	0.832	0.822	-
Li et al. 2022.04	0.831	0.819	-
Q-Align 2026.04	0.831	0.847	-
StarVQA+ 2025.03	0.826	0.82	-
MinimalisticVQA(IX) 2025.05	0.826	0.821	-
Li22 2024.02	0.825	0.818	-
CONTRIQUE 2026.04	0.825	0.813	-
SimpleVQA 2024.02	0.819	0.817	-
Li et al. 2025.03	0.818	0.826	-
BVQA 2026.04	0.818	0.826	-
COINVQ 2025.03	0.816	0.802	-
Li22 2024.02	0.802	0.792	-
SimpleVQA 2024.02	0.802	0.806	-
qst 2024.02	0.788	0.804	-
VSFA 2024.02	0.787	0.789	-
VSFA 2026.04	0.787	0.789	-
VSFA 2025.05	0.787	0.789	-
qb 2024.02	0.782	0.801	-
PVQ 2021.08	0.7799	0.7803	-
VIDEVAL 2022.04	0.779	0.773	-
VIDEVAL 2025.03	0.779	0.773	-
DOVER 2024.02	0.777	0.792	-
MinimalisticVQA(VII) 2025.05	0.775	0.779	-
qt 2024.02	0.774	0.791	-
RAPIQUE 2026.04	0.774	0.781	-
2BiVQA 2025.03	0.771	0.79	-
DOVER 2025.05	0.771	0.781	-
CSPT 2026.04	0.762	0.77	-
RAPIQUE 2022.04	0.759	0.768	-
RAPIQUE 2024.02	0.759	0.768	-
UCDA 2026.04	0.756	0.761	-
SSL-VQA 2026.04	0.75	0.757	-
FastVQA 2024.02	0.73	0.747	-
FAST-VQA 2025.05	0.73	0.747	-
VSFA 2022.04	0.724	0.743	-
VSFA 2024.02	0.724	0.743	-
VSFA 2025.03	0.724	0.743	-
qs 2024.02	0.723	0.743	-
TLVQM 2021.08	0.7206	0.753	-
ResNet50 2022.04	0.718	0.71	-
VSFA 2024.02	0.718	0.721	-
VSFA 2021.08	0.7175	0.7597	-
VISION 2026.04	0.706	0.717	-
VGG19 2022.04	0.703	0.7	-
VIDEVAL 2021.08	0.7022	0.7153	-
VIDEAL 2025.05	0.687	0.709	-
TLVQM 2025.05	0.685	0.692	-
TLVQM 2022.04	0.669	0.659	-
TLVQM 2024.02	0.669	0.659	-
VIDEVAL 2024.02	0.669	0.659	-
TLVQM 2025.03	0.669	0.659	-
TLVQM 2026.04	0.669	0.659	-
PVQ 2021.08	0.6025	0.6029	-
KonCept512 2022.04	0.587	0.594	-
BRISQUE 2021.08	0.5682	0.6052	-
V-BLIINDS 2022.04	0.559	0.555	-
BUONA-VISTA 2025.05	0.525	0.556	-
VIQE 2024.02	0.513	0.496	-
BRISQUE 2026.04	0.472	0.447	-
2BiVQA 2022.08	0.428	-	-
VSFA 2021.08	0.4221	0.4525	-
2BiVQA 2022.08	0.416	-	-
VIDEVAL 2022.08	0.392	-	-
BRISQUE 2022.04	0.382	0.395	-
FAST-VQA 2022.08	0.373	-	-
GM-LOG 2022.04	0.368	0.392	-
FAST-VQA 2022.08	0.365	-	-
RAPIQUE 2022.08	0.352	-	-
RAPIQUE 2022.08	0.318	-	-

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