Clinical Report Generation on S0002
0.4652BLEU-1CELM
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CELMInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.4652 | 0.5248 | 0.439 | |
| CELM - SCCInput=Unimodal + Text + EEG Features, Context=Zero-context, Projector=SCC2026.01 | 0.2991 | 0.3793 | 0.2574 | |
| Qwen3-4b-instruct-2507Input=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.226 | 0.2315 | 0.179 | |
| Qwen3-1.7bInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.1772 | 0.1819 | 0.1304 | |
| Gemma-3-4b-itInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.1699 | 0.2557 | 0.1514 | |
| Llama-3.1-8b-instructInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.1556 | 0.209 | 0.1298 | |
| Llama-3.2-3b-instructInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.1261 | 0.1995 | 0.1214 | |
| Gemma-3-1b-itInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.1019 | 0.1935 | 0.1052 | |
| Gemma-3n-e2b-itInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.0717 | 0.2203 | 0.1116 | |
| Medgemma-4b-itInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.0559 | 0.1591 | 0.082 | |
| Llama-3.2-1b-instructInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.0265 | 0.1041 | 0.053 | |
| Gemma-3n-e4b-itInput=Unimodal + Text + EEG Features, Context=Zero-context2026.01 | 0.0058 | 0.0127 | 0.0067 |