# Metabolite Identification on GNPS S Source: [Metabolite Identification on GNPS S]() Collection index: [llms.txt]() Data updated: 2026-03-17T07:40:05.894Z Evaluation of Metabolite Identification performance on the GNPS S 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) | GNPS S | | 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 | 75.65 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MS2MetGAN | 73.06 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 72.02 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 64.77 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 54.92 | Not recorded | 69b8e0080636e5bf4afbe9ca | | SF-Matching | 44.04 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 43.01 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MIDAS | 40.42 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 34.72 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSI:FingerID | 34.72 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 30.57 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CSU-MS2 | 29.02 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 23.83 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 21.24 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CMSSP | 18.65 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MAGMa+ | 16.58 | Not recorded | 69b8e0080636e5bf4afbe9ca | | CFM-ID | 8.29 | Not recorded | 69b8e0080636e5bf4afbe9ca | | MetFrag | 6.74 | Not recorded | 69b8e0080636e5bf4afbe9ca | ### MS2MetGAN Accuracy: 75.65. Result ID: 69b904fc47f34ce924a13394. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MS2MetGAN Accuracy: 73.06. Result ID: 69b904fc47f34ce924a133e7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 72.02. Result ID: 69b904fc47f34ce924a13390. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 64.77. Result ID: 69b904fc47f34ce924a1338d. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 54.92. Result ID: 69b904fc47f34ce924a133df. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SF-Matching Accuracy: 44.04. Result ID: 69b904fc47f34ce924a133e0. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 43.01. Result ID: 69b904fc47f34ce924a133e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MIDAS Accuracy: 40.42. Result ID: 69b904fc47f34ce924a1338c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 34.72. Result ID: 69b904fc47f34ce924a1338f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSI:FingerID Accuracy: 34.72. Result ID: 69b904fc47f34ce924a133e2. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 30.57. Result ID: 69b904fc47f34ce924a133e1. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CSU-MS2 Accuracy: 29.02. Result ID: 69b904fc47f34ce924a13393. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 23.83. Result ID: 69b904fc47f34ce924a13392. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 21.24. Result ID: 69b904fc47f34ce924a13391. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CMSSP Accuracy: 18.65. Result ID: 69b904fc47f34ce924a133e5. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MAGMa+ Accuracy: 16.58. Result ID: 69b904fc47f34ce924a1338e. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CFM-ID Accuracy: 8.29. Result ID: 69b904fc47f34ce924a133e3. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MetFrag Accuracy: 6.74. Result ID: 69b904fc47f34ce924a133e4. [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.