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Models/ATD

ATD

Reported on 16 benchmarks across 6 tasks · 2 papers · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology7 results

16konSet14
PSNR· 2024-01-16
29.24
SOTA
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
Electrocardiography (ECG)onMIT-BIH Arrhythmia Database
Accuracy· 2023-06-29
98.9
SOTA
Alternative Telescopic Displacement: An Efficient Multimodal Alignment Method arXiv:2306.16950
Electrocardiography (ECG)onMIT-BIH Arrhythmia Database
F1· 2023-06-29
98.2
SOTA
Alternative Telescopic Displacement: An Efficient Multimodal Alignment Method arXiv:2306.16950
Medical waveform analysisonMIT-BIH Arrhythmia Database
Accuracy· 2023-06-29
98.9
SOTA
Alternative Telescopic Displacement: An Efficient Multimodal Alignment Method arXiv:2306.16950
Medical waveform analysisonMIT-BIH Arrhythmia Database
F1· 2023-06-29
98.2
SOTA
Alternative Telescopic Displacement: An Efficient Multimodal Alignment Method arXiv:2306.16950
16konSet14 - 4x upscaling
PSNR· 2024-01-16
29.24
best: 29.54 (DRCT-L)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
16konSet14 - 4x upscaling
SSIM· 2024-01-16
0.7974
best: 0.894 (Edge-informed SR)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209

Computer Vision6 results

Image Super-ResolutiononSet14
PSNR· 2024-01-16
29.24
SOTA
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
3D Object Super-ResolutiononSet14
PSNR· 2024-01-16
29.24
SOTA
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-01-16
29.24
best: 29.54 (DRCT-L)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-01-16
0.7974
best: 0.894 (Edge-informed SR)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-01-16
29.24
best: 29.54 (DRCT-L)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-01-16
0.7974
best: 0.894 (Edge-informed SR)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209

Graphs3 results

Super-ResolutiononSet14
PSNR· 2024-01-16
29.24
SOTA
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2024-01-16
29.24
best: 29.54 (DRCT-L)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2024-01-16
0.7974
best: 0.894 (Edge-informed SR)
Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary arXiv:2401.08209