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Models/MDS-ViTNet

MDS-ViTNet

Reported on 12 benchmarks across 3 tasks · 1 paper · 3 SOTA

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

Computer Vision12 results

Saliency DetectiononSALICON
AUC· 2024-05-29
0.8684
best: 0.876 (SUM)
SOTA
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Saliency PredictiononSALICON
AUC· 2024-05-29
0.8684
best: 0.876 (SUM)
SOTA
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Few-Shot Transfer Learning for Saliency PredictiononSALICON
AUC· 2024-05-29
0.8684
best: 0.876 (SUM)
SOTA
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Saliency DetectiononSALICON
CC· 2024-05-29
0.898
best: 0.911 (TempSAL)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Saliency DetectiononSALICON
KLD· 2024-05-29
0.2127
best: 0.373 (TranSalNet)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Saliency DetectiononSALICON
SIM· 2024-05-29
0.7887
best: 0.804 (SUM)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Saliency PredictiononSALICON
CC· 2024-05-29
0.898
best: 0.911 (TempSAL)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Saliency PredictiononSALICON
KLD· 2024-05-29
0.2127
best: 0.373 (TranSalNet)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Saliency PredictiononSALICON
SIM· 2024-05-29
0.7887
best: 0.804 (SUM)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Few-Shot Transfer Learning for Saliency PredictiononSALICON
CC· 2024-05-29
0.898
best: 0.911 (TempSAL)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Few-Shot Transfer Learning for Saliency PredictiononSALICON
KLD· 2024-05-29
0.2127
best: 0.373 (TranSalNet)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501
Few-Shot Transfer Learning for Saliency PredictiononSALICON
SIM· 2024-05-29
0.7887
best: 0.804 (SUM)
MDS-ViTNet: Improving saliency prediction for Eye-Tracking with Vision Transformer arXiv:2405.19501