Source Count Estimation on Dataset B BRUDEX (test)
91.9AccuracyRNN-based
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RNN-basedFeatures=zeta_t (Activations & Deactivations), Backbone=3-layer GRU2026.01 | 91.9 | 0.09 | |
| RNN-basedFeatures=gamma_t^a (Activations only), Backbone=3-layer GRU2026.01 | 89 | 0.12 | |
| TCN-basedFeatures=zeta_t (Activations & Deactivations), Receptive Field=43 frames2026.01 | 86.4 | 0.14 | |
| TCN-basedFeatures=gamma_t^a (Activations only)2026.01 | 83.8 | 0.17 | |
| Threshold-basedFeatures=zeta_t (Activations & Deactivations)2026.01 | 33.6 | 1.21 |