# Question Answering on HotpotQA (EM, ASR) Source: [Question Answering on HotpotQA (EM, ASR)]() Collection index: [llms.txt]() Data updated: 2026-07-02T08:40:29.236Z Evaluation of Question Answering performance on the HotpotQA dataset, reporting Exact Match (EM) and Answer Success Rate (ASR). 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 | Question Answering | | Dataset (including any stated split) | HotpotQA | | Metric | Exact Match (EM) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 36 of 36 | | 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 - [Exact Match (EM)](): Higher is better; unit: PERCENT. - [Answer Success Rate (ASR)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Exact Match (EM) | Result date | Report paper | | --- | --- | --- | --- | | Ignore | 76 | Not recorded | 6a45f087dc71372d7795a25c | | Topic | 76 | Not recorded | 6a45f087dc71372d7795a25c | | Clean (No Attack) | 75 | Not recorded | 6a45f087dc71372d7795a25c | | Fake Completion | 75 | Not recorded | 6a45f087dc71372d7795a25c | | Combined | 75 | Not recorded | 6a45f087dc71372d7795a25c | | Clean (No Attack) | 71 | Not recorded | 6a45f087dc71372d7795a25c | | Fake Completion | 70 | Not recorded | 6a45f087dc71372d7795a25c | | Naive | 70 | Not recorded | 6a45f087dc71372d7795a25c | | PARADOX | 70 | Not recorded | 6a45f087dc71372d7795a25c | | Ignore | 69 | Not recorded | 6a45f087dc71372d7795a25c | | Combined | 69 | Not recorded | 6a45f087dc71372d7795a25c | | Clean (No Attack) | 68 | Not recorded | 6a45f087dc71372d7795a25c | | Clean (No Attack) | 68 | Not recorded | 6a45f087dc71372d7795a25c | | Naive | 67 | Not recorded | 6a45f087dc71372d7795a25c | | Topic | 67 | Not recorded | 6a45f087dc71372d7795a25c | | Naive | 66 | Not recorded | 6a45f087dc71372d7795a25c | | Fake Completion | 66 | Not recorded | 6a45f087dc71372d7795a25c | | PARADOX | 64 | Not recorded | 6a45f087dc71372d7795a25c | | PoisonedRAG | 64 | Not recorded | 6a45f087dc71372d7795a25c | | Combined | 62 | Not recorded | 6a45f087dc71372d7795a25c | | PARADOX | 57 | Not recorded | 6a45f087dc71372d7795a25c | | PoisonedRAG | 57 | Not recorded | 6a45f087dc71372d7795a25c | | Naive | 56 | Not recorded | 6a45f087dc71372d7795a25c | | PoisonedRAG | 56 | Not recorded | 6a45f087dc71372d7795a25c | | PARADOX | 50 | Not recorded | 6a45f087dc71372d7795a25c | | Ignore | 48 | Not recorded | 6a45f087dc71372d7795a25c | | Ignore | 47 | Not recorded | 6a45f087dc71372d7795a25c | | KidnapRAG | 46 | Not recorded | 6a45f087dc71372d7795a25c | | PoisonedRAG | 44 | Not recorded | 6a45f087dc71372d7795a25c | | Topic | 41 | Not recorded | 6a45f087dc71372d7795a25c | | KidnapRAG | 35 | Not recorded | 6a45f087dc71372d7795a25c | | Combined | 34 | Not recorded | 6a45f087dc71372d7795a25c | | Fake Completion | 33 | Not recorded | 6a45f087dc71372d7795a25c | | Topic | 22 | Not recorded | 6a45f087dc71372d7795a25c | | KidnapRAG | 20 | Not recorded | 6a45f087dc71372d7795a25c | | KidnapRAG | 20 | Not recorded | 6a45f087dc71372d7795a25c | ### Ignore Exact Match (EM): 76. Result ID: 6a4623fb60b88bb33985416c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Topic Exact Match (EM): 76. Result ID: 6a4623fb60b88bb33985416f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Clean (No Attack) Exact Match (EM): 75. Result ID: 6a4623fb60b88bb339854161. [Reporting paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### Fake Completion Exact Match (EM): 75. Result ID: 6a4623fb60b88bb33985416d. [Reporting paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Combined Exact Match (EM): 75. Result ID: 6a4623fb60b88bb33985416e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Clean (No Attack) Exact Match (EM): 71. Result ID: 6a4623fb60b88bb33985416a. [Reporting paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Fake Completion Exact Match (EM): 70. Result ID: 6a4623fb60b88bb339854164. [Reporting paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### Naive Exact Match (EM): 70. Result ID: 6a4623fb60b88bb33985416b. [Reporting paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### PARADOX Exact Match (EM): 70. Result ID: 6a4623fb60b88bb339854171. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Ignore Exact Match (EM): 69. Result ID: 6a4623fb60b88bb339854175. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### Combined Exact Match (EM): 69. Result ID: 6a4623fb60b88bb339854177. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### Clean (No Attack) Exact Match (EM): 68. Result ID: 6a4623fb60b88bb339854158. [Reporting paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### Clean (No Attack) Exact Match (EM): 68. Result ID: 6a4623fb60b88bb339854173. [Reporting paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### Naive Exact Match (EM): 67. Result ID: 6a4623fb60b88bb339854162. [Reporting paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### Topic Exact Match (EM): 67. Result ID: 6a4623fb60b88bb339854178. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### Naive Exact Match (EM): 66. Result ID: 6a4623fb60b88bb339854174. [Reporting paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### Fake Completion Exact Match (EM): 66. Result ID: 6a4623fb60b88bb339854176. [Reporting paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### PARADOX Exact Match (EM): 64. Result ID: 6a4623fb60b88bb339854168. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### PoisonedRAG Exact Match (EM): 64. Result ID: 6a4623fb60b88bb339854170. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Combined Exact Match (EM): 62. Result ID: 6a4623fb60b88bb339854165. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### PARADOX Exact Match (EM): 57. Result ID: 6a4623fb60b88bb33985415f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### PoisonedRAG Exact Match (EM): 57. Result ID: 6a4623fb60b88bb339854179. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### Naive Exact Match (EM): 56. Result ID: 6a4623fb60b88bb339854159. [Reporting paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### PoisonedRAG Exact Match (EM): 56. Result ID: 6a4623fb60b88bb339854167. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### PARADOX Exact Match (EM): 50. Result ID: 6a4623fb60b88bb33985417a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### Ignore Exact Match (EM): 48. Result ID: 6a4623fb60b88bb339854163. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### Ignore Exact Match (EM): 47. Result ID: 6a4623fb60b88bb33985415a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### KidnapRAG Exact Match (EM): 46. Result ID: 6a4623fb60b88bb33985417b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"DeepSeek-32B"}. This record does not assert independent reproduction. ### PoisonedRAG Exact Match (EM): 44. Result ID: 6a4623fb60b88bb33985415e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### Topic Exact Match (EM): 41. Result ID: 6a4623fb60b88bb339854166. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. ### KidnapRAG Exact Match (EM): 35. Result ID: 6a4623fb60b88bb339854172. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"WebThinker","LLM Backbone":"QwQ-32B"}. This record does not assert independent reproduction. ### Combined Exact Match (EM): 34. Result ID: 6a4623fb60b88bb33985415c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### Fake Completion Exact Match (EM): 33. Result ID: 6a4623fb60b88bb33985415b. [Reporting paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### Topic Exact Match (EM): 22. Result ID: 6a4623fb60b88bb33985415d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### KidnapRAG Exact Match (EM): 20. Result ID: 6a4623fb60b88bb339854160. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Qwen2.5-32B-Inst"}. This record does not assert independent reproduction. ### KidnapRAG Exact Match (EM): 20. Result ID: 6a4623fb60b88bb339854169. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Framework":"ReAct","LLM Backbone":"Llama-3.3-70B-Inst"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.