CommonGen
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Commonsense Generation | CommonGen (test) | ROUGE-L54.45 | 31 | |
| Generative Commonsense Reasoning | CommonGen V1.0 (test) | BLEU-432.78 | 16 | |
| Table-to-Text | CommonGen Challenge | ROUGE-L38.21 | 12 | |
| Text Generation | CommonGen | ROUGE-L41 | 9 | |
| Constrained Text Generation | CommonGen 500 randomly sampled data (test) | BLEU-432.53 | 9 | |
| Commonsense Reasoning | CommonGen (test) | Factuality (MAUVE)67.21 | 8 | |
| Data-to-Text Generation | CommonGen | ROUGE-L34.6 | 8 | |
| Sentence Similarity | CommonGen (test) | Average Score0.7253 | 8 | |
| Commonsense Generation | CommonGen (dev) | BLEU-347.67 | 8 | |
| Struct to Text | CommonGen | ROUGE-164 | 7 | |
| Conditional Text Generation | CommonGen | ROUGE-147.85 | 6 | |
| Text Generation | CommonGen (test) | BERTScore0.9336 | 6 | |
| Language Generation | CommonGen | Accuracy67.34 | 3 | |
| Constrained Text Generation | CommonGen | Coverage99.8 | 3 | |
| Data-to-text generation | CommonGen (val) | ROUGE-2 Score38.49 | 3 | |
| Lexically constrained decoding | CommonGen | Count4.24 | 3 |
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