Math Word Problem Solving on Math23K
0.7481AccuracyGraph2Tree
Evaluation results
| Method | Links | |
|---|---|---|
| Graph2TreeSupervision=Fully-Supervised2020.12 | 0.7481 | |
| GTSSupervision=Fully-Supervised2020.12 | 0.743 | |
| GTS-LBF-fullySupervision=Fully-Supervised2020.12 | 0.741 | |
| T-RNNSupervision=Fully-Supervised2020.12 | 0.669 | |
| Seq2seqETSupervision=Fully-Supervised2020.12 | 0.667 | |
| Stack-DecoderSupervision=Fully-Supervised2020.12 | 0.658 | |
| LBFSupervision=Weakly-Supervised, Base Model=GTS2020.12 | 0.594 | |
| LBF-w/o-MSupervision=Weakly-Supervised, Base Model=GTS, Memory Buffer=false2020.12 | 0.583 | |
| DNSSupervision=Fully-Supervised2020.12 | 0.581 | |
| ClassificationSupervision=Fully-Supervised2020.12 | 0.579 | |
| LSTMSupervision=Fully-Supervised2020.12 | 0.519 | |
| RetrievalSupervision=Fully-Supervised2020.12 | 0.472 | |
| LBF-w/o-MSupervision=Weakly-Supervised, Base Model=Seq2seq, Memory Buffer=false2020.12 | 0.447 | |
| LBFSupervision=Weakly-Supervised, Base Model=Seq2seq2020.12 | 0.436 | |
| CNNSupervision=Fully-Supervised2020.12 | 0.423 | |
| MAPOSupervision=Weakly-Supervised, Base Model=GTS2020.12 | 0.208 | |
| REINFORCESupervision=Weakly-Supervised, Base Model=GTS2020.12 | 0.158 | |
| MAPOSupervision=Weakly-Supervised, Base Model=Seq2seq2020.12 | 0.107 | |
| REINFORCESupervision=Weakly-Supervised, Base Model=Seq2seq2020.12 | 0.012 |