# Multi-hop Question Answering on HotpotQA (F1 Score) Source: [Multi-hop Question Answering on HotpotQA (F1 Score)]() Collection index: [llms.txt]() Data updated: 2026-05-11T07:32:29.110Z Evaluation of model performance on the HotpotQA dataset for multi-hop question answering, specifically reporting the F1 Score. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Multi-hop Question Answering | | Dataset (including any stated split) | HotpotQA | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 25 of 25 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [F1 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | SMD | 56.2 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO Dense | 55.8 | Not recorded | 6a01628bdbc836b87d823083 | | Sparse-RL | 54.5 | Not recorded | 6a01628bdbc836b87d823083 | | SMD | 52.6 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO Dense | 52.4 | Not recorded | 6a01628bdbc836b87d823083 | | SMD | 51.5 | Not recorded | 6a01628bdbc836b87d823083 | | Base | 51.2 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO Dense | 50.6 | Not recorded | 6a01628bdbc836b87d823083 | | Sparse-RL | 50 | Not recorded | 6a01628bdbc836b87d823083 | | Sparse-RL | 48.6 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO w/ SnapKV | 48 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO w/ SnapKV | 46.5 | Not recorded | 6a01628bdbc836b87d823083 | | Base | 45.2 | Not recorded | 6a01628bdbc836b87d823083 | | Base | 45.1 | Not recorded | 6a01628bdbc836b87d823083 | | SMD | 41.6 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO w/ SnapKV | 41.5 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO Dense | 41 | Not recorded | 6a01628bdbc836b87d823083 | | Sparse-RL | 40.2 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO w/ SnapKV | 36.5 | Not recorded | 6a01628bdbc836b87d823083 | | SMD | 36.1 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO Dense | 35.4 | Not recorded | 6a01628bdbc836b87d823083 | | Base | 33.5 | Not recorded | 6a01628bdbc836b87d823083 | | Sparse-RL | 33.2 | Not recorded | 6a01628bdbc836b87d823083 | | Base | 30.1 | Not recorded | 6a01628bdbc836b87d823083 | | GRPO w/ SnapKV | 29.8 | Not recorded | 6a01628bdbc836b87d823083 | ### SMD F1 Score: 56.2. Result ID: 6a0185f747f34ce924e300e5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-7B","Rollout Method":"SMD","Toks. saving":"39.4%"}. This record does not assert independent reproduction. ### GRPO Dense F1 Score: 55.8. Result ID: 6a0185f747f34ce924e300e2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Qwen2.5-7B","Rollout Method":"Dense"}. This record does not assert independent reproduction. ### Sparse-RL F1 Score: 54.5. Result ID: 6a0185f747f34ce924e300e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-7B","Rollout Method":"Sparse-RL","Toks. saving":"39.4%"}. This record does not assert independent reproduction. ### SMD F1 Score: 52.6. Result ID: 6a0185f747f34ce924e300d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-4B-Instruct","Rollout Method":"SMD","Toks. saving":"50.0%"}. This record does not assert independent reproduction. ### GRPO Dense F1 Score: 52.4. Result ID: 6a0185f747f34ce924e300ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Qwen3-4B-Instruct","Rollout Method":"Dense"}. This record does not assert independent reproduction. ### SMD F1 Score: 51.5. Result ID: 6a0185f747f34ce924e300e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-3B","Rollout Method":"SMD","Toks. saving":"42.0%"}. This record does not assert independent reproduction. ### Base F1 Score: 51.2. Result ID: 6a0185f747f34ce924e300e1. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-7B","Rollout Method":"–"}. This record does not assert independent reproduction. ### GRPO Dense F1 Score: 50.6. Result ID: 6a0185f747f34ce924e300dd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Qwen2.5-3B","Rollout Method":"Dense"}. This record does not assert independent reproduction. ### Sparse-RL F1 Score: 50. Result ID: 6a0185f747f34ce924e300df. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-3B","Rollout Method":"Sparse-RL","Toks. saving":"42.0%"}. This record does not assert independent reproduction. ### Sparse-RL F1 Score: 48.6. Result ID: 6a0185f747f34ce924e300d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen3-4B-Instruct","Rollout Method":"Sparse-RL","Toks. saving":"50.0%"}. This record does not assert independent reproduction. ### GRPO w/ SnapKV F1 Score: 48. Result ID: 6a0185f747f34ce924e300e3. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-7B","Rollout Method":"w/ SnapKV"}. This record does not assert independent reproduction. ### GRPO w/ SnapKV F1 Score: 46.5. Result ID: 6a0185f747f34ce924e300de. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-3B","Rollout Method":"w/ SnapKV"}. This record does not assert independent reproduction. ### Base F1 Score: 45.2. Result ID: 6a0185f747f34ce924e300cd. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen3-4B-Instruct","Rollout Method":"–"}. This record does not assert independent reproduction. ### Base F1 Score: 45.1. Result ID: 6a0185f747f34ce924e300dc. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-3B","Rollout Method":"–"}. This record does not assert independent reproduction. ### SMD F1 Score: 41.6. Result ID: 6a0185f747f34ce924e300db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-1.5B","Rollout Method":"SMD","Toks. saving":"43.3%"}. This record does not assert independent reproduction. ### GRPO w/ SnapKV F1 Score: 41.5. Result ID: 6a0185f747f34ce924e300cf. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen3-4B-Instruct","Rollout Method":"w/ SnapKV"}. This record does not assert independent reproduction. ### GRPO Dense F1 Score: 41. Result ID: 6a0185f747f34ce924e300d8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Qwen2.5-1.5B","Rollout Method":"Dense"}. This record does not assert independent reproduction. ### Sparse-RL F1 Score: 40.2. Result ID: 6a0185f747f34ce924e300da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-1.5B","Rollout Method":"Sparse-RL","Toks. saving":"43.3%"}. This record does not assert independent reproduction. ### GRPO w/ SnapKV F1 Score: 36.5. Result ID: 6a0185f747f34ce924e300d9. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-1.5B","Rollout Method":"w/ SnapKV"}. This record does not assert independent reproduction. ### SMD F1 Score: 36.1. Result ID: 6a0185f747f34ce924e300d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama-3.2-1B-Instruct","Rollout Method":"SMD","Toks. saving":"45.0%"}. This record does not assert independent reproduction. ### GRPO Dense F1 Score: 35.4. Result ID: 6a0185f747f34ce924e300d3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Llama-3.2-1B-Instruct","Rollout Method":"Dense"}. This record does not assert independent reproduction. ### Base F1 Score: 33.5. Result ID: 6a0185f747f34ce924e300d7. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen2.5-1.5B","Rollout Method":"–"}. This record does not assert independent reproduction. ### Sparse-RL F1 Score: 33.2. Result ID: 6a0185f747f34ce924e300d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama-3.2-1B-Instruct","Rollout Method":"Sparse-RL","Toks. saving":"45.0%"}. This record does not assert independent reproduction. ### Base F1 Score: 30.1. Result ID: 6a0185f747f34ce924e300d2. [Reporting paper]() Recorded evaluation configuration: {"Model":"Llama-3.2-1B-Instruct","Rollout Method":"–"}. This record does not assert independent reproduction. ### GRPO w/ SnapKV F1 Score: 29.8. Result ID: 6a0185f747f34ce924e300d4. [Reporting paper]() Recorded evaluation configuration: {"Model":"Llama-3.2-1B-Instruct","Rollout Method":"w/ SnapKV"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.