# Coreference Resolution on WSC (Accuracy & Std Dev) Source: [Coreference Resolution on WSC (Accuracy & Std Dev)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:28:48.290Z Evaluation of Coreference Resolution performance on the WSC dataset, reporting Accuracy and Standard Deviation. 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 | Coreference Resolution | | Dataset (including any stated split) | WSC | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 13 of 13 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. - [Std Dev](): Lower is better; unit: SCALAR. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | KiC-Large | 65.4 | Not recorded | 68fa6ee81e209131cea42cc4 | | T0-3B | 64.4 | Not recorded | 68fa6ee81e209131cea42cc4 | | T0-11B | 64.4 | Not recorded | 68fa6ee81e209131cea42cc4 | | OPT | 63.5 | Not recorded | 68fa6ee81e209131cea42cc4 | | KiC-Small | 63.5 | Not recorded | 68fa6ee81e209131cea42cc4 | | KiC-Base | 63.5 | Not recorded | 68fa6ee81e209131cea42cc4 | | T0-Base | 61.1 | Not recorded | 68fa6ee81e209131cea42cc4 | | GPT-NeoX | 60.6 | Not recorded | 68fa6ee81e209131cea42cc4 | | T0-Large | 59.1 | Not recorded | 68fa6ee81e209131cea42cc4 | | BERT | 53.4 | Not recorded | 68fa6ee81e209131cea42cc4 | | GPT-Neo | 45.2 | Not recorded | 68fa6ee81e209131cea42cc4 | | GPT-J | 40.4 | Not recorded | 68fa6ee81e209131cea42cc4 | | RoBERTa | 37 | Not recorded | 68fa6ee81e209131cea42cc4 | ### KiC-Large Accuracy: 65.4. Result ID: 699083733a6c314849011a92. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"0.77B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### T0-3B Accuracy: 64.4. Result ID: 699083733a6c314849011a8e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"3B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### T0-11B Accuracy: 64.4. Result ID: 699083733a6c314849011a8f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"11B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### OPT Accuracy: 63.5. Result ID: 699083733a6c314849011a8a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"30B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### KiC-Small Accuracy: 63.5. Result ID: 699083733a6c314849011a90. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"0.06B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### KiC-Base Accuracy: 63.5. Result ID: 699083733a6c314849011a91. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"0.22B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### T0-Base Accuracy: 61.1. Result ID: 699083733a6c314849011a8c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"0.22B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### GPT-NeoX Accuracy: 60.6. Result ID: 699083733a6c314849011a8b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"20B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### T0-Large Accuracy: 59.1. Result ID: 699083733a6c314849011a8d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Params":"0.77B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### BERT Accuracy: 53.4. Result ID: 699083733a6c314849011a86. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"0.34B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### GPT-Neo Accuracy: 45.2. Result ID: 699083733a6c314849011a88. [Reporting paper]() Recorded evaluation configuration: {"Params":"2.7B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### GPT-J Accuracy: 40.4. Result ID: 699083733a6c314849011a89. [Reporting paper]() Recorded evaluation configuration: {"Params":"6B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. ### RoBERTa Accuracy: 37. Result ID: 699083733a6c314849011a87. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Params":"0.35B","Evaluation":"Zero-shot"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.