Relation Extraction On Docred
Metriken
F1
Ign F1
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | F1 | Ign F1 |
|---|---|---|
| multi-view-inference-for-relation-extraction | 59.99 | 58.05 |
| improving-document-level-relation-extraction | 58.7 | 56.7 |
| sais-supervising-and-augmenting-intermediate | 62.77 | 60.96 |
| entity-structure-within-and-throughout | 65.92 | 63.78 |
| learning-logic-rules-for-document-level-1 | 61.45 | 59.48 |
| mrn-a-locally-and-globally-mention-based | 61.74 | 59.52 |
| fine-tune-bert-for-docred-with-two-step | 53.22 | 56.17 |
| document-level-relation-extraction-with-3 | 62.29 | 59.87 |
| global-to-local-neural-networks-for-document | 59.0 | 56.8 |
| entity-structure-within-and-throughout | 59.94 | 57.71 |
| discriminative-reasoning-for-document-level | 61.37 | 59.15 |
| enhancing-document-level-relation-extraction | 61.39 | 59.35 |
| mrn-a-locally-and-globally-mention-based | 58.46 | 56.19 |
| document-level-relation-extraction-with | 61.30 | 59.31 |
| coarse-to-fine-entity-representations-for | 55.75 | 53.43 |
| docred-a-large-scale-document-level-relation | 42.33 | 36.44 |
| fine-tune-bert-for-docred-with-two-step | 53.92 | 54.42 |
| coarse-to-fine-entity-representations-for | 59.82 | 57.89 |
| reasoning-with-latent-structure-refinement | 54.18 | 52.15 |
| document-level-relation-extraction-as | 64.55 | 62.4 |
| discriminative-reasoning-for-document-level | 56.33 | 54.35 |
| hin-hierarchical-inference-network-for | 53.30 | 51.15 |
| document-level-relation-extraction-with-6 | 63.74 | 61.78 |
| eider-evidence-enhanced-document-level | 62.47 | 60.42 |
| an-end-to-end-model-for-entity-level-relation | 60.40 | 58.44 |
| docred-a-large-scale-document-level-relation | 50.64 | 43.93 |
| dual-supervision-framework-for-relation | 57.74 | - |
| fine-grained-contrastive-learning-for | 59.4 | 57.1 |
| coreferential-reasoning-learning-for-language | 56.96 | 54.54 |
| sagdre-sequence-aware-graph-based-document | 62.32 | 60.11 |
| greg-a-global-level-relation-extraction-with | 52.88 | - |
| entity-and-evidence-guided-relation | 62.50 | 60.30 |
| learning-logic-rules-for-document-level-1 | 60.61 | 58.62 |
| sire-separate-intra-and-inter-sentential | 55.96 | 54.04 |
| double-graph-based-reasoning-for-document | 55.08 | 52.66 |
| improving-long-tailed-document-level-relation | 61.36 | 59.08 |
| docred-a-large-scale-document-level-relation | 50.12 | 43.60 |
| double-graph-based-reasoning-for-document | 62.76 | 60.31 |
| eider-evidence-enhanced-document-level | 64.79 | 62.85 |
| sais-supervising-and-augmenting-intermediate | 65.11 | 63.44 |
| docred-a-large-scale-document-level-relation | 51.06 | 44.73 |
| double-graph-based-reasoning-for-document | 61.24 | 59.00 |
| reasoning-with-latent-structure-refinement | 59.05 | 56.97 |
| coreferential-reasoning-learning-for-language | 58.83 | 56.40 |
| document-level-relation-extraction-with-1 | 59.45 | 57.12 |
| entity-structure-within-and-throughout | 58.16 | 55.84 |
| document-level-relation-extraction-with-2 | 63.89 | 61.96 |
| entity-structure-within-and-throughout | 61.42 | 59.47 |
| document-level-relation-extraction-with-2 | 62.06 | 60.24 |
| document-level-relation-extraction-with | 63.40 | 61.39 |
| document-level-relation-extraction-with-4 | 67.28 | 65.24 |
| sire-separate-intra-and-inter-sentential | 62.05 | 60.18 |
| hin-hierarchical-inference-network-for | 55.60 | 53.70 |
| entity-and-evidence-guided-relation | 58.72 | 55.22 |
| document-level-relation-extraction-with-1 | 55.23 | 53.27 |
| a-masked-image-reconstruction-network-for | 63.15 | 61.03 |
| corefdre-document-level-relation-extraction | 60.82 | 60.78 |
| dreeam-guiding-attention-with-evidence-for | 67.53 | 65.47 |
| three-sentences-are-all-you-need-local-path | 56.23 | - |
| coreferential-reasoning-learning-for-language | 60.25 | 57.90 |
| relation-specific-attentions-over-entity | 59.29 | 57.02 |
| a-densely-connected-criss-cross-attention | 62.55 | 60.46 |