Long-form Speech Recognition on European Portuguese long-form (test)
13.09EERUNIQUE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UNIQUEKV budget=512, Sparsity-aware fine-tuning=true, Backbone=Ministral-3-8B-Instruct-2512, LoRA=true2026.05 | 13.09 | 19.17 | — | |
| Full attentionKV budget=Full, Sparsity-aware fine-tuning=true, Backbone=Ministral-3-8B-Instruct-2512, LoRA=true2026.05 | 13.22 | 19.85 | — | |
| Full attentionKV budget=512, Evaluation Protocol=Training-free2026.05 | 13.22 | 19.85 | 18.25 | |
| DSAKV budget=512, Sparsity-aware fine-tuning=true, Backbone=Ministral-3-8B-Instruct-2512, LoRA=true2026.05 | 13.47 | 22.29 | — | |
| UNIQUEKV budget=512, Evaluation Protocol=Training-free2026.05 | 13.66 | 20.31 | 18.6 | |
| InfLLM-v2KV budget=512, Sparsity-aware fine-tuning=true, Backbone=Ministral-3-8B-Instruct-2512, LoRA=true2026.05 | 13.92 | 20.15 | — | |
| QuestKV budget=512, Evaluation Protocol=Training-free2026.05 | 19.37 | 22.3 | 21.92 | |
| InfLLMKV budget=512, Evaluation Protocol=Training-free2026.05 | 69.53 | 57.12 | 57.72 |