# Metabolite Identification on EMBL-MCF Source: [Metabolite Identification on EMBL-MCF]() Collection index: [llms.txt]() Data updated: 2026-03-17T07:40:05.950Z Evaluation of Metabolite Identification performance on the EMBL-MCF 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) | EMBL-MCF | | 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 | 93.25 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 93.25 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 65.6 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 54.02 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 53.38 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 50.16 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 43.41 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 40.84 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 25.08 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 22.19 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 22.19 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 21.54 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 20.9 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 20.9 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 13.18 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 11.25 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 8.36 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 2.57 | Not recorded | 69b8e0080636e5bf4afbe9ca | ### MS2MetGAN Accuracy: 93.25. Result ID: 69b904fc47f34ce924a133a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 93.25. Result ID: 69b904fc47f34ce924a133f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 65.6. Result ID: 69b904fc47f34ce924a133a1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 54.02. Result ID: 69b904fc47f34ce924a133a2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 53.38. Result ID: 69b904fc47f34ce924a133f1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 50.16. Result ID: 69b904fc47f34ce924a133f4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 43.41. Result ID: 69b904fc47f34ce924a1339e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 40.84. Result ID: 69b904fc47f34ce924a1339f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 25.08. Result ID: 69b904fc47f34ce924a133a4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 22.19. Result ID: 69b904fc47f34ce924a133a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 22.19. Result ID: 69b904fc47f34ce924a133f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 21.54. Result ID: 69b904fc47f34ce924a133a3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 20.9. Result ID: 69b904fc47f34ce924a133f2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 20.9. Result ID: 69b904fc47f34ce924a133f3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 13.18. Result ID: 69b904fc47f34ce924a133a0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 11.25. Result ID: 69b904fc47f34ce924a133f7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 8.36. Result ID: 69b904fc47f34ce924a133f5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 2.57. Result ID: 69b904fc47f34ce924a133f6. [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.