# Metabolite Identification on CASMI SP 2016 Source: [Metabolite Identification on CASMI SP 2016]() Collection index: [llms.txt]() Data updated: 2026-03-17T07:40:05.749Z Evaluation of Metabolite Identification performance on the CASMI SP 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 SP 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 | 99.18 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 98.36 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 90.98 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 89.34 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 88.52 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 86.07 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 81.97 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 69.67 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 61.48 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 59.84 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 58.2 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 54.92 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 54.92 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 51.64 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 42.62 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 32.79 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 26.23 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 7.38 | Not recorded | 69b8e0080636e5bf4afbe9ca | ### SF-Matching Accuracy: 99.18. Result ID: 69b904fc47f34ce924a133b3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 98.36. Result ID: 69b904fc47f34ce924a13360. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 90.98. Result ID: 69b904fc47f34ce924a133b2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 89.34. Result ID: 69b904fc47f34ce924a13365. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 88.52. Result ID: 69b904fc47f34ce924a133b8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 86.07. Result ID: 69b904fc47f34ce924a13367. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 81.97. Result ID: 69b904fc47f34ce924a133ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 69.67. Result ID: 69b904fc47f34ce924a133b6. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 61.48. Result ID: 69b904fc47f34ce924a13363. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 59.84. Result ID: 69b904fc47f34ce924a133b5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 58.2. Result ID: 69b904fc47f34ce924a13362. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 54.92. Result ID: 69b904fc47f34ce924a1335f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 54.92. Result ID: 69b904fc47f34ce924a133b4. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 51.64. Result ID: 69b904fc47f34ce924a13364. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 42.62. Result ID: 69b904fc47f34ce924a133b7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 32.79. Result ID: 69b904fc47f34ce924a13361. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 26.23. Result ID: 69b904fc47f34ce924a133b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 7.38. Result ID: 69b904fc47f34ce924a13366. [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.