Handwritten Text Recognition on Average of IAM, Rimes, LAM, Rodrigo, and ICFHR2016
4.2CERIn-domain
Evaluation results
| Method | Links | ||
|---|---|---|---|
| In-domainArchitecture=CRNN, Setting=Upper bound2026.04 | 4.2 | 16 | |
| In-domainArchitecture=TrOCR (L), Setting=Upper bound2026.04 | 4.3 | 14.1 | |
| In-domainArchitecture=TrOCR (B), Setting=Upper bound2026.04 | 4.4 | 14.8 | |
| In-domainArchitecture=TrOCR (S), Setting=Upper bound2026.04 | 5 | 16.7 | |
| In-domainArchitecture=HTR-VT, Setting=Upper bound2026.04 | 5.3 | 21.8 | |
| In-domainArchitecture=VAN, Setting=Upper bound2026.04 | 5.4 | 21.8 | |
| Multiple analogyArchitecture=VAN, Weighting Coefficient (β)=βJ2026.04 | 29.9 | 69.8 | |
| Multiple analogyArchitecture=VAN, Weighting Coefficient (β)=12026.04 | 30.2 | 70.3 | |
| Multiple analogyArchitecture=VAN, Weighting Coefficient (β)=1/N2026.04 | 30.2 | 70.3 | |
| Single analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=βH2026.04 | 30.9 | 63.6 | |
| Multiple analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=βH2026.04 | 30.9 | 63.6 | |
| Multiple analogyArchitecture=VAN, Weighting Coefficient (β)=βKL2026.04 | 31 | 71.1 | |
| Multiple analogyArchitecture=VAN, Weighting Coefficient (β)=βH2026.04 | 31 | 71.1 | |
| Single analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=βJ2026.04 | 31.3 | 64.6 | |
| Multiple analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=βJ2026.04 | 31.3 | 64.6 | |
| Multiple analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=1/N2026.04 | 31.5 | 64.9 | |
| Single analogyArchitecture=VAN, Weighting Coefficient (β)=βKL2026.04 | 31.7 | 72.1 | |
| Single analogyArchitecture=VAN, Weighting Coefficient (β)=βH2026.04 | 31.7 | 72.3 | |
| Multiple analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=1/N2026.04 | 31.8 | 64.2 | |
| Multiple analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=βJ2026.04 | 32.1 | 64.4 | |
| Single analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=βKL2026.04 | 32.4 | 64.5 | |
| Multiple analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=βKL2026.04 | 32.4 | 64.7 | |
| Multiple analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=βH2026.04 | 32.5 | 65.2 | |
| Multiple analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=βKL2026.04 | 32.6 | 63.9 | |
| Single analogyArchitecture=VAN, Weighting Coefficient (β)=βJ2026.04 | 32.6 | 73.8 | |
| Single analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=βKL2026.04 | 32.9 | 64.6 | |
| Single analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=βH2026.04 | 33 | 64.9 | |
| Multiple analogyArchitecture=HTR-VT, Weighting Coefficient (β)=βH2026.04 | 33.6 | 73.9 | |
| Multiple analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=βJ2026.04 | 33.7 | 67.1 | |
| Single analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=βJ2026.04 | 33.7 | 65.3 | |
| Multiple analogyArchitecture=HTR-VT, Weighting Coefficient (β)=12026.04 | 33.7 | 74.2 | |
| Multiple analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=12026.04 | 33.8 | 67.1 | |
| Multiple analogyArchitecture=HTR-VT, Weighting Coefficient (β)=βJ2026.04 | 34 | 74.7 | |
| Multiple analogyArchitecture=HTR-VT, Weighting Coefficient (β)=1/N2026.04 | 34.1 | 75.4 | |
| Multiple analogyArchitecture=HTR-VT, Weighting Coefficient (β)=βKL2026.04 | 34.1 | 74 | |
| Multiple analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=βH2026.04 | 34.4 | 68.3 | |
| Single analogyArchitecture=VAN, Weighting Coefficient (β)=12026.04 | 34.5 | 78 | |
| Multiple analogyArchitecture=CRNN, Weighting Coefficient (β)=βJ2026.04 | 34.7 | 70.5 | |
| Multiple analogyArchitecture=CRNN, Weighting Coefficient (β)=1/N2026.04 | 34.8 | 70.6 | |
| Single analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=βKL2026.04 | 35 | 68.2 | |
| Multiple analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=βKL2026.04 | 35 | 68.3 | |
| Multiple analogyArchitecture=CRNN, Weighting Coefficient (β)=βKL2026.04 | 35 | 70.8 | |
| Multiple analogyArchitecture=CRNN, Weighting Coefficient (β)=βH2026.04 | 35.1 | 70.7 | |
| Baseline θ_T^synArchitecture=VAN, Setting=Zero-shot baseline2026.04 | 35.2 | 76.3 | |
| Single analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=βH2026.04 | 35.3 | 68.7 | |
| Multiple analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=1/N2026.04 | 35.3 | 73.1 | |
| Single analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=12026.04 | 35.3 | 73.1 | |
| Single analogyArchitecture=CRNN, Weighting Coefficient (β)=βH2026.04 | 35.3 | 71.2 | |
| Single analogyArchitecture=CRNN, Weighting Coefficient (β)=βKL2026.04 | 35.4 | 70 | |
| Single analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=βJ2026.04 | 35.5 | 69.2 | |
| Single analogyArchitecture=CRNN, Weighting Coefficient (β)=12026.04 | 35.9 | 73.3 | |
| Single analogyArchitecture=CRNN, Weighting Coefficient (β)=βJ2026.04 | 35.9 | 72.4 | |
| Baseline θ_T^synArchitecture=TrOCR (L), Setting=Zero-shot baseline2026.04 | 36.2 | 67.8 | |
| Single analogyArchitecture=HTR-VT, Weighting Coefficient (β)=βKL2026.04 | 36.6 | 77.1 | |
| Single analogyArchitecture=HTR-VT, Weighting Coefficient (β)=βH2026.04 | 36.8 | 77.4 | |
| Single analogyArchitecture=TrOCR (B), Weighting Coefficient (β)=12026.04 | 36.9 | 70.9 | |
| Baseline θ_T^synArchitecture=TrOCR (B), Setting=Zero-shot baseline2026.04 | 37.7 | 69.1 | |
| Single analogyArchitecture=HTR-VT, Weighting Coefficient (β)=βJ2026.04 | 37.7 | 79 | |
| Single analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=12026.04 | 37.9 | 72.8 | |
| Baseline θ_T^synArchitecture=CRNN, Setting=Zero-shot baseline2026.04 | 38.8 | 75.6 | |
| Multiple analogyArchitecture=TrOCR (L), Weighting Coefficient (β)=12026.04 | 39.1 | 73.9 | |
| Baseline θ_T^synArchitecture=TrOCR (S), Setting=Zero-shot baseline2026.04 | 39.7 | 72.4 | |
| Single analogyArchitecture=HTR-VT, Weighting Coefficient (β)=12026.04 | 40.6 | 83.7 | |
| Baseline θ_T^synArchitecture=HTR-VT, Setting=Zero-shot baseline2026.04 | 41.7 | 81.8 | |
| Multiple analogyArchitecture=CRNN, Weighting Coefficient (β)=12026.04 | 51.4 | 76 | |
| Multiple analogyArchitecture=TrOCR (S), Weighting Coefficient (β)=12026.04 | 54.8 | 78.9 |