Acoustic Scene Classification on DCASE
48.9Mi-F1 ScoreSAM-2.7B
Evaluation Results
| Method | Links | |
|---|---|---|
| SAM-2.7Br=256, Conn.=(a), Ablation=4.1, Experiment=E92025.09 | 48.9 | |
| SAM-2.7Br=8, Conn.=(a), Experiment=E32025.09 | 48.7 | |
| SAM-2.7Br=256, Conn.=(a), Experiment=E62025.09 | 48.7 | |
| SAM-2.7Br=256, Conn.=(b), Ablation=4.2, Experiment=E142025.09 | 48.3 | |
| SAM-2.7Br=256, Conn.=(c), Ablation=4.2, Experiment=E152025.09 | 48.1 | |
| ssLALM-2.8Br=8, Conn.=Linear2025.09 | 47.9 | |
| SAM-780Mr=256, Conn.=(a), Experiment=E52025.09 | 47.7 | |
| SAM-780Mr=256, Conn.=(c), Ablation=4.2, Experiment=E132025.09 | 47.4 | |
| SAM-130Mr=256, Conn.=(a), Experiment=E42025.09 | 47.3 | |
| SAM-130Mr=256, Conn.=(b), Ablation=4.2, Experiment=E102025.09 | 47.3 | |
| SAM-130Mr=256, Conn.=(c), Ablation=4.2, Experiment=E112025.09 | 47.3 | |
| SAM-780Mr=256, Conn.=(a), Ablation=4.3, Experiment=E172025.09 | 46.7 | |
| SAM-2.7Br=256, Conn.=(a), Ablation=4.3, Experiment=E182025.09 | 46.7 | |
| SAM-780Mr=256, Conn.=(b), Ablation=4.2, Experiment=E122025.09 | 46.6 | |
| SAM-780Mr=256, Conn.=(a), Ablation=4.1, Experiment=E82025.09 | 46.5 | |
| LTU-7Br=8, Conn.=Linear2025.09 | 45.9 | |
| SAM-780Mr=8, Conn.=(a), Experiment=E22025.09 | 45.5 | |
| SAM-130Mr=256, Conn.=(a), Ablation=4.3, Experiment=E162025.09 | 44.4 | |
| SAM-130Mr=256, Conn.=(a), Ablation=4.1, Experiment=E72025.09 | 43.9 | |
| SAM-130Mr=8, Conn.=(a), Experiment=E12025.09 | 42.8 | |
| GAMA-7Br=8, Conn.=QFormer2025.09 | 38.4 |