Question Answering on Natural Questions (R@k, adaptive)
3.756R@1KaLMv2 + Llama3.3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KaLMv2 + Llama3.3Backbone=Llama3.3, Reranking=True2026.03 | 3.756 | 3.665 | 3.647 | — | |
| KaLMv2 + Qwen3-235BBackbone=Qwen3-235B, Reranking=False2026.03 | 3.711 | 3.67 | 3.694 | — | |
| KaLMv2 + Llama3.3Backbone=Llama3.3, Reranking=False2026.03 | 3.675 | 3.674 | 3.662 | — | |
| KaLMv2 + Qwen3-235BBackbone=Qwen3-235B, Reranking=True2026.03 | 3.621 | 3.61 | 3.645 | — | |
| MSABackbone=Qwen3-4B-Instruct2026.03 | — | — | — | 3.545 |