# Radiology Report Generation on Wrist merged train (test) Source: [Radiology Report Generation on Wrist merged train (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:37:13.553Z Evaluation of models generating radiology reports using the 'test' split of the Wrist merged train dataset, assessed using standard text generation metrics like BLEU, METEOR, ROUGE-L, and CIDEr. 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 | Radiology Report Generation | | Dataset (including any stated split) | Wrist merged train (test) | | Metric | BLEU-1 | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 11 of 11 | | 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 - [BLEU-1](): Higher is better; unit: SCALAR. - [BLEU-2](): Higher is better; unit: SCALAR. - [BLEU-3](): Higher is better; unit: SCALAR. - [BLEU-4](): Higher is better; unit: SCALAR. - [METEOR](): Higher is better; unit: SCALAR. - [ROUGE-L](): Higher is better; unit: SCALAR. - [CIDEr](): Higher is better; unit: SCALAR. ## Recorded results | Method | BLEU-1 | Result date | Report paper | | --- | --- | --- | --- | | X-RGen | 0.39 | Not recorded | 68fa75261e209131cea6627a | | R2Gen | 0.389 | Not recorded | 68fa75261e209131cea6627a | | R2Gen | 0.375 | Not recorded | 68fa75261e209131cea6627a | | MSAT | 0.374 | Not recorded | 68fa75261e209131cea6627a | | X-RGen | 0.368 | Not recorded | 68fa75261e209131cea6627a | | R2Gen | 0.359 | Not recorded | 68fa75261e209131cea6627a | | X-RGen | 0.358 | Not recorded | 68fa75261e209131cea6627a | | R2GenCMN | 0.351 | Not recorded | 68fa75261e209131cea6627a | | R2Gen | 0.351 | Not recorded | 68fa75261e209131cea6627a | | X-RGen | 0.342 | Not recorded | 68fa75261e209131cea6627a | | Transformer | 0.339 | Not recorded | 68fa75261e209131cea6627a | ### X-RGen BLEU-1: 0.39. Result ID: 6993908a3a6c31484916e542. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"specialization":"generalist","optimization":"optimised on merged training dataset","batch\_size":192}. This record does not assert independent reproduction. ### R2Gen BLEU-1: 0.389. Result ID: 6993908a3a6c31484916e53f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"specialization":"generalist","optimization":"optimised on merged training dataset","batch\_size":192}. This record does not assert independent reproduction. ### R2Gen BLEU-1: 0.375. Result ID: 6993908a3a6c31484916e53e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"specialization":"generalist","optimization":"optimised on merged training dataset","batch\_size":96}. This record does not assert independent reproduction. ### MSAT BLEU-1: 0.374. Result ID: 6993908a3a6c31484916e53b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"specialization":"specialised"}. This record does not assert independent reproduction. ### X-RGen BLEU-1: 0.368. Result ID: 6993908a3a6c31484916e541. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"specialization":"generalist","optimization":"optimised on merged training dataset","batch\_size":96}. This record does not assert independent reproduction. ### R2Gen BLEU-1: 0.359. Result ID: 6993908a3a6c31484916e539. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"specialization":"specialised"}. This record does not assert independent reproduction. ### X-RGen BLEU-1: 0.358. Result ID: 6993908a3a6c31484916e53c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"specialization":"specialised"}. This record does not assert independent reproduction. ### R2GenCMN BLEU-1: 0.351. Result ID: 6993908a3a6c31484916e53a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"specialization":"specialised"}. This record does not assert independent reproduction. ### R2Gen BLEU-1: 0.351. Result ID: 6993908a3a6c31484916e53d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"specialization":"generalist","optimization":"optimised on merged training dataset","batch\_size":16}. This record does not assert independent reproduction. ### X-RGen BLEU-1: 0.342. Result ID: 6993908a3a6c31484916e540. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"specialization":"generalist","optimization":"optimised on merged training dataset","batch\_size":16}. This record does not assert independent reproduction. ### Transformer BLEU-1: 0.339. Result ID: 6993908a3a6c31484916e538. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"specialization":"specialised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.