Table Recognition on FinTabNet (test)
99.07S-TEDSMuTabNet M2
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MuTabNet M2Weak Supervision=false, Local Attention=true, PubTabNet pretraining=true, External OCR engine=false2026.06 | 99.07 | 98.08 | — | |
| Zhu et al.Weak Supervision=false, Local Attention=false, PubTabNet pretraining=false, External OCR engine=true2026.06 | 99.04 | 96.82 | — | |
| MuTabNetWeak Supervision=false, Local Attention=true, PubTabNet pretraining=false, External OCR engine=false2026.06 | 98.87 | 97.69 | — | |
| MuTabNet M2Weak Supervision=false, Local Attention=true, PubTabNet pretraining=false, External OCR engine=false2026.06 | 98.87 | 97.93 | — | |
| MTL-TabNetWeak Supervision=false, Local Attention=true, PubTabNet pretraining=false, External OCR engine=false2026.06 | 98.85 | 95.74 | — | |
| MTL-TabNetWeak Supervision=false, Local Attention=false, PubTabNet pretraining=false, External OCR engine=false2026.06 | 98.79 | — | — | |
| MTL-TabNetWeak Supervision=true, Local Attention=false, PubTabNet pretraining=false, External OCR engine=false2026.06 | 98.72 | 95.32 | — | |
| TABLET2026.05 | 98.7 | — | 18 | |
| VASTWeak Supervision=false, Local Attention=false, PubTabNet pretraining=false, External OCR engine=true2026.06 | 98.63 | 98.21 | — | |
| VAST2026.05 | 98.6 | — | 1.38 | |
| GridFormer2026.05 | 98.6 | — | — | |
| FastTab2026.05 | 98.2 | — | 41.79 | |
| RTSR2026.05 | 97.2 | — | 38 | |
| TableFormerWeak Supervision=false, Local Attention=false, PubTabNet pretraining=false, External OCR engine=false2026.06 | 96.8 | — | — | |
| OMNIPARSER V2Input Size=1,024, Decoder Len.=1,5002025.02 | 93.2 | 90.5 | 1.7 | |
| SEMv22026.05 | 92.8 | — | — | |
| OMNIPARSER V2 SPTInput Size=1,024, Decoder Len.=1,5002025.02 | 91.8 | 89.9 | 1.7 | |
| OmniParser2026.05 | 91.6 | — | 1.3 | |
| OmniParserInput Size=1024, Decoder Len.=1,5002025.02 | 91.5 | 89.7 | 1.3 | |
| GTEWeak Supervision=false, Local Attention=false, PubTabNet pretraining=true, External OCR engine=false2026.06 | 91.02 | — | — | |
| EDDInput Size=512, Decoder Len.=1,8002025.02 | 90.6 | — | — | |
| EDD2026.05 | 90.6 | — | — | |
| GTEWeak Supervision=false, Local Attention=false, PubTabNet pretraining=false, External OCR engine=false2026.06 | 87.14 | — | — | |
| Donut*Input Size=1,280, Decoder Len.=4,0002025.02 | 30.6 | 29.1 | 0.8 |