Binary Audio Classification on Coswara (test)
67.5Mean AccuracyLR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| LRMethod Type=Baseline, Features=CLAP [18], Solver=L-BFGS2026.03 | 67.5 | — | — | |
| Adaptive Attribute Discovery with MLLMsMethod Type=Proposed, Backbone=gemini-3-f-p, Trials=10, Sampling Temperature=1.0, q=10, T=10, k=10, Weak Classifier=decision stump2026.03 | 55.7 | 2.2 | 7.6 | |
| MLLM PredictionMethod Type=Baseline, Backbone=gemini-3-f-p, Trials=10, Sampling Temperature=1.0, Evaluation Protocol=direct zero-shot prediction2026.03 | 48.1 | 2 | — |