Full-audio Detection on SONICS full audio benchmark leaderboard · SOTA2 Research

Full-audio Detection on SONICS full audio

99.99RecallFusion Segment Transformer

Evaluation Results

Method	Links
Fusion Segment Transformer2026.01		99.99	99.99	100	99.99	99.99	100
MERT (Standalone)2026.01		99.96	99.96	100	99.96	100	99.96
Segment Transformer2026.01		99.96	99.92	99.88	99.92	99.99	99.87
Fusion Segment Transformer2026.01		99.88	99.94	99.99	99.93	100	99.99
Fusion Segment Transformer2026.01		99.64	99.74	99.81	99.73	99.98	99.83
Segment Transformer2026.01		99.61	99.55	99.53	99.57	99.95	99.48
Fusion Segment Transformer2026.01		97.75	98.28	98.63	98.19	99.78	98.76
SpecTTTra-α2026.01		96	—	—	97	—	99
Segment Transformer2026.01		95.46	95.55	96.09	95.77	99.07	95.66
ConvNeXt2026.01		95	—	—	96	—	98
EfficientViT2026.01		94	—	—	95	—	97
Segment Transformer2026.01		87.26	74.73	71.27	78.46	74.12	60.75
SpecTTTra-β2026.01		86	—	—	92	—	99
ViT2026.01		82	—	—	89	—	98
SpecTTTra-γ2026.01		79	—	—	88	—	99
Fusion Segment Transformer2026.01		75.68	77.58	77.04	76.35	85.63	79.33