# Metabolite Identification on CASMI SP 2017 Source: [Metabolite Identification on CASMI SP 2017]() Collection index: [llms.txt]() Data updated: 2026-03-17T07:40:05.780Z Evaluation of Metabolite Identification performance on the CASMI SP 2017 dataset, measured by 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 | Metabolite Identification | | Dataset (including any stated split) | CASMI SP 2017 | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | CMSSP | 92.86 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 90.48 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 88.1 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 88.1 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 83.33 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 80.95 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 69.05 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 64.29 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 61.9 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 59.52 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 59.52 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 57.14 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 54.76 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 45.24 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 30.95 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 30.95 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 26.19 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 16.67 | Not recorded | 69b8e0080636e5bf4afbe9ca | ### CMSSP Accuracy: 92.86. Result ID: 69b904fc47f34ce924a133c1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 90.48. Result ID: 69b904fc47f34ce924a13370. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 88.1. Result ID: 69b904fc47f34ce924a133bb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 88.1. Result ID: 69b904fc47f34ce924a133c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 83.33. Result ID: 69b904fc47f34ce924a133bc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 80.95. Result ID: 69b904fc47f34ce924a13369. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 69.05. Result ID: 69b904fc47f34ce924a1336b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 64.29. Result ID: 69b904fc47f34ce924a133be. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 61.9. Result ID: 69b904fc47f34ce924a133bf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 59.52. Result ID: 69b904fc47f34ce924a1336e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 59.52. Result ID: 69b904fc47f34ce924a133bd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 57.14. Result ID: 69b904fc47f34ce924a13368. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 54.76. Result ID: 69b904fc47f34ce924a133c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 45.24. Result ID: 69b904fc47f34ce924a1336c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 30.95. Result ID: 69b904fc47f34ce924a1336a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 30.95. Result ID: 69b904fc47f34ce924a1336d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 26.19. Result ID: 69b904fc47f34ce924a133c0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 16.67. Result ID: 69b904fc47f34ce924a1336f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.