# Metabolite Identification on CASMI 2022P Source: [Metabolite Identification on CASMI 2022P]() Collection index: [llms.txt]() Data updated: 2026-03-17T07:40:05.868Z Evaluation of Metabolite Identification performance on the CASMI 2022P 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 2022P | | 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 | | --- | --- | --- | --- | | CSI:FingerID | 77.64 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 68.94 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 65.84 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 65.22 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 58.39 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 54.04 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 44.72 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 42.86 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 41.61 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 38.51 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 37.89 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 37.89 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 34.78 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 34.16 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 29.81 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 29.19 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 24.22 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 11.8 | Not recorded | 69b8e0080636e5bf4afbe9ca | ### CSI:FingerID Accuracy: 77.64. Result ID: 69b904fc47f34ce924a133d9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 68.94. Result ID: 69b904fc47f34ce924a133d6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 65.84. Result ID: 69b904fc47f34ce924a133da. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 65.22. Result ID: 69b904fc47f34ce924a133db. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 58.39. Result ID: 69b904fc47f34ce924a133d7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 54.04. Result ID: 69b904fc47f34ce924a133d8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 44.72. Result ID: 69b904fc47f34ce924a133dc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 42.86. Result ID: 69b904fc47f34ce924a13383. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 41.61. Result ID: 69b904fc47f34ce924a133dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 38.51. Result ID: 69b904fc47f34ce924a13388. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 37.89. Result ID: 69b904fc47f34ce924a1338b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 37.89. Result ID: 69b904fc47f34ce924a133de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 34.78. Result ID: 69b904fc47f34ce924a13387. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 34.16. Result ID: 69b904fc47f34ce924a13384. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 29.81. Result ID: 69b904fc47f34ce924a13385. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 29.19. Result ID: 69b904fc47f34ce924a13386. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 24.22. Result ID: 69b904fc47f34ce924a13389. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 11.8. Result ID: 69b904fc47f34ce924a1338a. [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.