Video Classification on VGGSound-C severity level 5 benchmark leaderboard · SOTA2 Research

Video Classification on VGGSound-C severity level 5

54.7Accuracy (Gaussian Blur)DASP

Evaluation Results

Method	Links
DASP2026.02		54.7	54.7	54.6	58.3	58.3	59.5	59	57.3	58	57.8	60.1	56	58.9	57.4	58	57.5
DASP2026.02		54	54.9	54.9	58.3	58.8	59.9	59.5	57.5	58.2	58.3	60	56.4	58.6	57.7	58.3	57.7
READ2026.02		53.7	54	53.9	57.4	57.4	58.2	57.9	56.5	57.1	57	58	55.4	56.8	56.2	56.2	56.4
READ2026.02		53.6	53.6	53.5	57.9	57.7	59.4	58.8	56.8	57.1	56.9	59.9	53.8	58.6	57.1	57.6	56.9
TSA2026.02		53.4	53.8	53.7	57.1	57.4	58.5	58.1	56.5	57.7	57.2	58.7	55.5	57.6	56.5	57.1	56.6
TSA2026.02		53.4	53.4	53.1	57.5	57.3	58.8	58.3	56.6	56.9	57	59.3	55.3	58	56.7	57.8	56.6
EATA2026.02		53	53.4	53.5	56.7	57.1	58.6	58.5	55.8	56.8	57.3	58	55.3	57.6	57.1	57.5	56.4
EATA2026.02		53	52.8	53	57	57	58.1	57.2	56.3	56.8	56.8	58.7	54.1	57.6	56.4	57	56.1
SAR2026.02		52.9	53	53	56.9	56.7	58.5	57.5	56	56.8	56	58.2	54.1	57.1	55.4	56.3	55.9
SAR2026.02		52.9	52.8	52.9	57.1	57.1	57.7	57.6	56.6	55.7	56.7	58.6	54	57.1	56.3	56.9	56
Source2026.02		52.8	52.7	52.7	57.2	57.2	58.7	57	56.4	56.6	55.6	58	53.7	56.9	55.8	56.9	56
Source2026.02		52.8	52.7	52.7	57.2	57.2	58.7	57	56.4	56.6	55.6	58	53.7	56.9	55.8	56.9	56
Tent2026.02		52.7	52.4	51.5	54.4	54	55.2	54.8	52.1	52.9	52.8	52.8	50.6	52.7	52.2	51.8	52.9
Tent2026.02		52.7	52.7	52.7	56.7	56.7	57.9	57.1	55.9	56.3	56.3	58.4	54	57.4	56.2	56.7	55.8