# Metabolite Identification on CASMI FP 2016 Source: [Metabolite Identification on CASMI FP 2016]() Collection index: [llms.txt]() Data updated: 2026-03-17T07:40:05.808Z Evaluation of Metabolite Identification performance on the CASMI FP 2016 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 2016 | | 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 | | --- | --- | --- | --- | | SF-Matching | 98.16 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 95.28 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 89.76 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 87.4 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 86.88 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 85.56 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 85.04 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 85.04 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 83.99 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 66.4 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 57.48 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 57.22 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 54.59 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 50.92 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 33.86 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 33.07 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 24.41 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 7.61 | Not recorded | 69b8e0080636e5bf4afbe9ca | ### SF-Matching Accuracy: 98.16. Result ID: 69b904fc47f34ce924a133c5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 95.28. Result ID: 69b904fc47f34ce924a13372. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 89.76. Result ID: 69b904fc47f34ce924a13377. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 87.4. Result ID: 69b904fc47f34ce924a13379. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 86.88. Result ID: 69b904fc47f34ce924a133c7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 85.56. Result ID: 69b904fc47f34ce924a133cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 85.04. Result ID: 69b904fc47f34ce924a133c4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 85.04. Result ID: 69b904fc47f34ce924a133ca. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 83.99. Result ID: 69b904fc47f34ce924a13374. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 66.4. Result ID: 69b904fc47f34ce924a133c8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 57.48. Result ID: 69b904fc47f34ce924a13375. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 57.22. Result ID: 69b904fc47f34ce924a133c6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 54.59. Result ID: 69b904fc47f34ce924a13371. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 50.92. Result ID: 69b904fc47f34ce924a13376. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 33.86. Result ID: 69b904fc47f34ce924a133c9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 33.07. Result ID: 69b904fc47f34ce924a13373. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 24.41. Result ID: 69b904fc47f34ce924a133cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 7.61. Result ID: 69b904fc47f34ce924a13378. [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.