# Causal Question Answering on e-CARE Source: [Causal Question Answering on e-CARE]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:26.226Z Evaluation of model performance on the e-CARE dataset specifically for Causal Question Answering tasks. 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 | Causal Question Answering | | Dataset (including any stated split) | e-CARE | | Metric | Exact Match | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 32 of 32 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Exact Match | Result date | Report paper | | --- | --- | --- | --- | | CoT | 86.4 | Not recorded | 68fa79b31e209131cea7ef6d | | CoT | 86.3 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 86.1 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 85.7 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 85.4 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 84.9 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 84.2 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 83.6 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 82.1 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 82.1 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 81.4 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 81.1 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 80.9 | Not recorded | 68fa79b31e209131cea7ef6d | | CoT | 80.7 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 80.6 | Not recorded | 68fa79b31e209131cea7ef6d | | CoT | 80.2 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 77.9 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 77.9 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 77.8 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 77.8 | Not recorded | 68fa79b31e209131cea7ef6d | | CoT | 77 | Not recorded | 68fa79b31e209131cea7ef6d | | CoT | 77 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 76 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 76 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 70.1 | Not recorded | 68fa79b31e209131cea7ef6d | | G²-Reasoner | 70.1 | Not recorded | 68fa79b31e209131cea7ef6d | | CoT | 69.7 | Not recorded | 68fa79b31e209131cea7ef6d | | CoT | 69.7 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 68.7 | Not recorded | 68fa79b31e209131cea7ef6d | | RAG | 68.7 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 68.4 | Not recorded | 68fa79b31e209131cea7ef6d | | Vanilla | 68.4 | Not recorded | 68fa79b31e209131cea7ef6d | ### CoT Exact Match: 86.4. Result ID: 698c535b37894ef7d9cd8c14. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude 3"}. This record does not assert independent reproduction. ### CoT Exact Match: 86.3. Result ID: 698b59957a967eddb76ddbe0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Claude 3 opus","Temperature":"1.0"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 86.1. Result ID: 698c535b37894ef7d9cd8c13. [Reporting paper]() Recorded evaluation configuration: {"Model":"Claude 3"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 85.7. Result ID: 698b59957a967eddb76ddbdf. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Claude 3 opus","Temperature":"1.0"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 85.4. Result ID: 698b59957a967eddb76ddbe2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Claude 3 opus","Temperature":"1.0"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 84.9. Result ID: 698c535b37894ef7d9cd8c16. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Claude 3"}. This record does not assert independent reproduction. ### RAG Exact Match: 84.2. Result ID: 698b59957a967eddb76ddbe1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"Claude 3 opus","Temperature":"1.0"}. This record does not assert independent reproduction. ### RAG Exact Match: 83.6. Result ID: 698c535b37894ef7d9cd8c15. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"Claude 3"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 82.1. Result ID: 698b59957a967eddb76ddbde. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"GPT 3.5 turbo","Temperature":"1.0"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 82.1. Result ID: 698c535b37894ef7d9cd8c12. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"GPT 3.5"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 81.4. Result ID: 698c535b37894ef7d9cd8c0f. [Reporting paper]() Recorded evaluation configuration: {"Model":"GPT 3.5"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 81.1. Result ID: 698b59957a967eddb76ddbdb. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"GPT 3.5 turbo","Temperature":"1.0"}. This record does not assert independent reproduction. ### RAG Exact Match: 80.9. Result ID: 698c535b37894ef7d9cd8c11. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"GPT 3.5"}. This record does not assert independent reproduction. ### CoT Exact Match: 80.7. Result ID: 698b59957a967eddb76ddbdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"GPT 3.5 turbo","Temperature":"1.0"}. This record does not assert independent reproduction. ### RAG Exact Match: 80.6. Result ID: 698b59957a967eddb76ddbdd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"GPT 3.5 turbo","Temperature":"1.0"}. This record does not assert independent reproduction. ### CoT Exact Match: 80.2. Result ID: 698c535b37894ef7d9cd8c10. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT 3.5"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 77.9. Result ID: 698b59957a967eddb76ddbda. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA 3"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 77.9. Result ID: 698c535b37894ef7d9cd8c0e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"LLaMA 3 8B"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 77.8. Result ID: 698b59957a967eddb76ddbd7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA 3"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 77.8. Result ID: 698c535b37894ef7d9cd8c0b. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaMA 3 8B"}. This record does not assert independent reproduction. ### CoT Exact Match: 77. Result ID: 698b59957a967eddb76ddbd8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA 3"}. This record does not assert independent reproduction. ### CoT Exact Match: 77. Result ID: 698c535b37894ef7d9cd8c0c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA 3 8B"}. This record does not assert independent reproduction. ### RAG Exact Match: 76. Result ID: 698b59957a967eddb76ddbd9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA 3"}. This record does not assert independent reproduction. ### RAG Exact Match: 76. Result ID: 698c535b37894ef7d9cd8c0d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"LLaMA 3 8B"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 70.1. Result ID: 698b59957a967eddb76ddbd6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA 2"}. This record does not assert independent reproduction. ### G²-Reasoner Exact Match: 70.1. Result ID: 698c535b37894ef7d9cd8c0a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"LLaMA 2 7B"}. This record does not assert independent reproduction. ### CoT Exact Match: 69.7. Result ID: 698b59957a967eddb76ddbd4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"LLaMA 2"}. This record does not assert independent reproduction. ### CoT Exact Match: 69.7. Result ID: 698c535b37894ef7d9cd8c08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"LLaMA 2 7B"}. This record does not assert independent reproduction. ### RAG Exact Match: 68.7. Result ID: 698b59957a967eddb76ddbd5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"LLaMA 2"}. This record does not assert independent reproduction. ### RAG Exact Match: 68.7. Result ID: 698c535b37894ef7d9cd8c09. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model":"LLaMA 2 7B"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 68.4. Result ID: 698b59957a967eddb76ddbd3. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"LLaMA 2"}. This record does not assert independent reproduction. ### Vanilla Exact Match: 68.4. Result ID: 698c535b37894ef7d9cd8c07. [Reporting paper]() Recorded evaluation configuration: {"Model":"LLaMA 2 7B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.