# Judicial Conflict Resolution on AgentsCourt + China Judgements Online Source: [Judicial Conflict Resolution on AgentsCourt + China Judgements Online]() Collection index: [llms.txt]() Data updated: 2026-03-27T12:38:26.350Z Evaluation of model performance on resolving judicial conflicts using the combined AgentsCourt and China Judgements Online datasets, focusing on legal article citation, charge accuracy, and sentencing accuracy. 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 | Judicial Conflict Resolution | | Dataset (including any stated split) | AgentsCourt + China Judgements Online | | Metric | Legal Article Precision | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Legal Article Precision](): Higher is better; unit: PERCENT. - [Legal Article Recall](): Higher is better; unit: PERCENT. - [Legal Article F1-score](): Higher is better; unit: PERCENT. - [Charge Accuracy](): Higher is better; unit: PERCENT. - [Sentence Accuracy](): Higher is better; unit: PERCENT. - [Fine-grained Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Legal Article Precision | Result date | Report paper | | --- | --- | --- | --- | | BEACOF | 73.33 | Not recorded | 69c60ef00636e5bf4afc8410 | | MAD | 69.08 | Not recorded | 69c60ef00636e5bf4afc8410 | | BEACOF | 67.43 | Not recorded | 69c60ef00636e5bf4afc8410 | | MAD | 66.59 | Not recorded | 69c60ef00636e5bf4afc8410 | | BEACOF | 43.87 | Not recorded | 69c60ef00636e5bf4afc8410 | | CAMEL | 43.03 | Not recorded | 69c60ef00636e5bf4afc8410 | | CAMEL | 42.9 | Not recorded | 69c60ef00636e5bf4afc8410 | | CAMEL | 33.43 | Not recorded | 69c60ef00636e5bf4afc8410 | | MAD | 31.08 | Not recorded | 69c60ef00636e5bf4afc8410 | ### BEACOF Legal Article Precision: 73.33. Result ID: 69c6795247f34ce924b04e7e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-30B-A3B"}. This record does not assert independent reproduction. ### MAD Legal Article Precision: 69.08. Result ID: 69c6795247f34ce924b04e7d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-30B-A3B"}. This record does not assert independent reproduction. ### BEACOF Legal Article Precision: 67.43. Result ID: 69c6795247f34ce924b04e7b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Gemma3-12B"}. This record does not assert independent reproduction. ### MAD Legal Article Precision: 66.59. Result ID: 69c6795247f34ce924b04e7a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Gemma3-12B"}. This record does not assert independent reproduction. ### BEACOF Legal Article Precision: 43.87. Result ID: 69c6795247f34ce924b04e78. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Llama3.1-8B-Instruct"}. This record does not assert independent reproduction. ### CAMEL Legal Article Precision: 43.03. Result ID: 69c6795247f34ce924b04e76. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Llama3.1-8B-Instruct"}. This record does not assert independent reproduction. ### CAMEL Legal Article Precision: 42.9. Result ID: 69c6795247f34ce924b04e79. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Gemma3-12B"}. This record does not assert independent reproduction. ### CAMEL Legal Article Precision: 33.43. Result ID: 69c6795247f34ce924b04e7c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Qwen3-30B-A3B"}. This record does not assert independent reproduction. ### MAD Legal Article Precision: 31.08. Result ID: 69c6795247f34ce924b04e77. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Base Model":"Llama3.1-8B-Instruct"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.