Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

USPTO

Benchmarks

Task NameDataset NameSOTA ResultTrend
RetrosynthesisUSPTO-50k Reaction type unknown (test)
Top-1 Accuracy57.2
59
Retrosynthesis predictionUSPTO-FULL (test)
Top-1 Acc63.4
59
Retrosynthetic PlanningUSPTO
Success Rate99.47
50
RetrosynthesisUSPTO-50k Reaction type known (test)
Top-1 Accuracy67.2
50
ChemistryUSPTO
Accuracy64.5
48
Synthesis PlanningUSPTO-190
Success Rate100
42
Retrosynthesis predictionUSPTO-50k (test)
Top-1 Accuracy99.8
39
RetrosynthesisUSPTO-50K
Top-1 Accuracy77.4
33
Retrosynthesis planningUSPTO Easy
Solve Rate100
30
Retrosynthetic PlanningUSPTO-EXT (test)
Success Rate72.89
30
Single-step retrosynthesisUSPTO-50K (test)
Top-1 Accuracy75.4
22
Retrosynthesis predictionUSPTO-50k
Top-1 Acc (Unknown)55.2
22
Chemical Reaction PredictionUSPTO50k
Accuracy (%)75.1
21
RetrosynthesisUSPTO-50k With Reaction Type
Top-1 Accuracy75.7
18
RetrosynthesisUSPTO-50K unknown reaction types (test)
Top-1 Accuracy54.2
17
Multi-step SynthesisUSPTO-190
Success Rate95
14
Retrosynthesis (reaction class not given)USPTO-50k (test)
Top-1 Acc54.6
14
Optical Chemical Structure RecognitionUSPTO-10K
Accuracy (Exact Match)96.1
12
Optical Chemical Structure RecognitionUSPTO 5719
Exact Match Accuracy93.4
12
Single-step retrosynthesis reaction predictionUSPTO-50k GLN
Top-1 Accuracy62.5
11
Patent ClassificationUSPTO-70k
Micro F153.1
11
RetrosynthesisUSPTO (test)
Exact Match0.536
11
Forward Reaction PredictionUSPTO (test)
Exact Match53.6
11
Retrosynthetic planningUSPTO 190 target molecules
Path Length4.78
11
Reactant PredictionUSPTO-50k (test)
Reactants Accuracy75
10
Showing 25 of 53 rows