{"task":"MS/MS spectrum simulation","dataset":"MassSpecGym","metric_names":["Cosine Similarity","Jensen-Shannon Similarity","Hit Rate @ 1","Hit Rate @ 5","Hit Rate @ 20"],"rows":[{"id":154131,"task":"MS/MS spectrum simulation","parent_task":null,"dataset":"MassSpecGym","model_name":"FraGNNet","metrics":{"Cosine Similarity":"0.52","Hit Rate @ 1":"46.64","Hit Rate @ 20":"83.58","Hit Rate @ 5":"72.56","Jensen-Shannon Similarity":"0.47"},"paper_url":"https://arxiv.org/abs/2410.23326v3","paper_title":"MassSpecGym: A benchmark for the discovery and identification of molecules","paper_date":"2024-10-30","code_links":[{"title":"pluskal-lab/massspecgym","url":"https://github.com/pluskal-lab/massspecgym"}],"metrics_order":"[\"Cosine Similarity\", \"Jensen-Shannon Similarity\", \"Hit Rate @ 1\", \"Hit Rate @ 5\", \"Hit Rate @ 20\"]","area":"Miscellaneous","uses_additional_data":0,"source":"archive","tags":[]},{"id":154132,"task":"MS/MS spectrum simulation","parent_task":null,"dataset":"MassSpecGym","model_name":"FFN Fingerprint","metrics":{"Cosine Similarity":"0.25","Hit Rate @ 1":"8.44","Hit Rate @ 20":"38.57","Hit Rate @ 5":"21.43","Jensen-Shannon Similarity":"0.24"},"paper_url":"https://arxiv.org/abs/2410.23326v3","paper_title":"MassSpecGym: A benchmark for the discovery and identification of molecules","paper_date":"2024-10-30","code_links":[{"title":"pluskal-lab/massspecgym","url":"https://github.com/pluskal-lab/massspecgym"}],"metrics_order":"[\"Cosine Similarity\", \"Jensen-Shannon Similarity\", \"Hit Rate @ 1\", \"Hit Rate @ 5\", \"Hit Rate @ 20\"]","area":"Miscellaneous","uses_additional_data":0,"source":"archive","tags":[]},{"id":154133,"task":"MS/MS spectrum simulation","parent_task":null,"dataset":"MassSpecGym","model_name":"GNN","metrics":{"Cosine Similarity":"0.19","Hit Rate @ 1":"3.95","Hit Rate @ 20":"26.27","Hit Rate @ 5":"11.92","Jensen-Shannon Similarity":"0.20"},"paper_url":"https://arxiv.org/abs/2410.23326v3","paper_title":"MassSpecGym: A benchmark for the discovery and identification of molecules","paper_date":"2024-10-30","code_links":[{"title":"pluskal-lab/massspecgym","url":"https://github.com/pluskal-lab/massspecgym"}],"metrics_order":"[\"Cosine Similarity\", \"Jensen-Shannon Similarity\", \"Hit Rate @ 1\", \"Hit Rate @ 5\", \"Hit Rate @ 20\"]","area":"Miscellaneous","uses_additional_data":0,"source":"archive","tags":[]},{"id":154134,"task":"MS/MS spectrum simulation","parent_task":null,"dataset":"MassSpecGym","model_name":"Precursor m/z","metrics":{"Cosine Similarity":"0.15","Hit Rate @ 1":"0.38","Hit Rate @ 20":"7.17","Hit Rate @ 5":"1.72","Jensen-Shannon Similarity":"0.15"},"paper_url":"https://arxiv.org/abs/2410.23326v3","paper_title":"MassSpecGym: A benchmark for the discovery and identification of molecules","paper_date":"2024-10-30","code_links":[{"title":"pluskal-lab/massspecgym","url":"https://github.com/pluskal-lab/massspecgym"}],"metrics_order":"[\"Cosine Similarity\", \"Jensen-Shannon Similarity\", \"Hit Rate @ 1\", \"Hit Rate @ 5\", \"Hit Rate @ 20\"]","area":"Miscellaneous","uses_additional_data":0,"source":"archive","tags":[]}]}