TUT
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Audio Classification | TUT 2017 | Base Accuracy93.69 | 27 | |
| Crack Segmentation | TUT | mIoU85.73 | 22 | |
| Acoustic Scene Classification | TUT 2017 | Accuracy83.14 | 15 | |
| Audio Understanding | TUT 2017 | Accuracy68.09 | 14 | |
| Sound Event Detection | TUT 2017 | Accuracy71.2 | 10 | |
| Base-to-New Generalization | TUT 2017 | H Score57.87 | 8 | |
| Audio Comprehension | TUT 2017 (test) | Accuracy0.821 | 8 | |
| Audio Classification | TUT 2017 (test) | Accuracy82.88 | 7 | |
| Audio Classification | TUT 2017 | Score71.2 | 7 | |
| Acoustic Classification | TUT | Classification Accuracy62.18 | 6 | |
| Audio Classification | TUT17 | Accuracy64.9 | 6 | |
| Audio Classification | TUT | Accuracy34.49 | 5 | |
| Crack Segmentation | TUT (test) | mIoU84.8 | 4 | |
| Crack Segmentation | TUT | clDice91.3 | 4 | |
| Multiple-choice Audio Question Answering | TUT 2017 (test) | Accuracy78.4 | 3 | |
| Topological Crack Segmentation | TUT | F1 Score84.28 | 1 |
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