# Metabolite Identification on CASMI FP 2017 Source: [Metabolite Identification on CASMI FP 2017]() Collection index: [llms.txt]() Data updated: 2026-03-17T07:40:05.836Z Evaluation of Metabolite Identification performance on the CASMI FP 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 FP 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 | | --- | --- | --- | --- | | MS2MetGAN | 86.3 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 82.19 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 80.14 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 75.34 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 67.12 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 61.64 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 60.27 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 51.37 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 48.63 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 42.47 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 42.47 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 39.73 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 31.51 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 30.82 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 30.14 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 27.4 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 20.55 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 17.81 | Not recorded | 69b8e0080636e5bf4afbe9ca | ### MS2MetGAN Accuracy: 86.3. Result ID: 69b904fc47f34ce924a13382. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 82.19. Result ID: 69b904fc47f34ce924a133d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 80.14. Result ID: 69b904fc47f34ce924a13380. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 75.34. Result ID: 69b904fc47f34ce924a133d3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 67.12. Result ID: 69b904fc47f34ce924a133cd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 61.64. Result ID: 69b904fc47f34ce924a133ce. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 60.27. Result ID: 69b904fc47f34ce924a1337b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 51.37. Result ID: 69b904fc47f34ce924a133cf. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 48.63. Result ID: 69b904fc47f34ce924a1337f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 42.47. Result ID: 69b904fc47f34ce924a1337e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 42.47. Result ID: 69b904fc47f34ce924a133d1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 39.73. Result ID: 69b904fc47f34ce924a1337a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 31.51. Result ID: 69b904fc47f34ce924a1337d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 30.82. Result ID: 69b904fc47f34ce924a133d0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 30.14. Result ID: 69b904fc47f34ce924a133d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 27.4. Result ID: 69b904fc47f34ce924a1337c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 20.55. Result ID: 69b904fc47f34ce924a13381. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 17.81. Result ID: 69b904fc47f34ce924a133d2. [Reporting 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.