Question Answering on PopQA (R@1, R@5, R@10, @adaptive)
3.337Recall@1KaLMv2 + Llama3.3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KaLMv2 + Llama3.3Backbone=Llama3.3, Reranking=True2026.03 | 3.337 | 3.384 | 3.362 | — | |
| KaLMv2 + Qwen3-235BBackbone=Qwen3-235B, Reranking=True2026.03 | 3.268 | 3.38 | 3.376 | — | |
| KaLMv2 + Qwen3-235BBackbone=Qwen3-235B, Reranking=False2026.03 | 2.81 | 3.347 | 3.396 | — | |
| KaLMv2 + Llama3.3Backbone=Llama3.3, Reranking=False2026.03 | 2.787 | 3.298 | 3.305 | — | |
| MSABackbone=Qwen3-4B-Instruct2026.03 | — | — | — | 3.433 |