Audio-Visual Question Answering on MUSIC-AVQA (Comprehensive Modality and Type Breakdown) benchmark leaderboard · SOTA2 Research

Audio-Visual Question Answering on MUSIC-AVQA (Comprehensive Modality and Type Breakdown)

83.38Audio Count AccTASS

Evaluation Results

Method	Links
TASS2026.03		83.38	63.13	75.92	80.37	79.51	79.93	82.39	68.91	75.89	64.4	69.22	72.33	74.98
COCA2026.03		79.35	67.68	75.42	75.1	75.43	75.23	83.5	66.63	69.72	64.12	65.57	69.96	72.33
MCAN2026.03		78.07	57.74	70.58	71.76	71.76	71.76	80.77	65.22	54.57	56.77	46.84	61.52	65.83
ST-AVQA2026.03		77.78	67.17	73.87	73.52	75.27	74.4	82.49	69.88	64.24	64.67	65.82	69.53	71.59
PanoAVQA2026.03		75.71	65.99	72.13	70.51	75.76	73.16	82.09	65.38	61.3	63.67	62.04	66.97	69.53
PSAC2026.03		75.02	66.84	72	68	70.78	69.41	79.76	61.66	55.22	61.13	59.85	63.6	66.62
PSTP-Net2026.03		73.97	65.59	70.91	77.15	77.36	77.26	76.18	72.23	71.8	71.79	69	72.57	73.52
HME2026.03		73.65	63.74	69.89	67.42	70.2	68.83	80.87	63.64	54.89	63.03	60.58	64.78	66.75
AVSD2026.03		72.47	62.46	68.78	66	74.53	70.31	80.77	64.03	57.93	62.85	61.07	65.44	67.32
AV-Unified2026.03		72.23	78.26	72.6	75.93	73.38	75.61	79	77.07	76.27	76.89	75.65	76.96	76.42
GRU2026.03		71.29	63.13	68.28	66.08	68.08	67.09	80.67	61.03	51.74	62.85	57.79	63.03	65.03
HCRN2026.03		71.29	50.67	63.69	65.33	64.98	65.15	54.15	53.28	41.74	51.04	46.72	49.82	56.34
FCNLSTM2026.03		70.8	65.66	68.9	64.58	48.08	56.23	82.29	59.92	46.2	62.94	47.45	60.42	60.81
Hco_Att2026.03		70.8	54.71	64.87	63.49	67.1	65.32	79.48	59.84	48.8	56.31	56.33	60.32	62.45