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Models/SalNAS-XL + Self-KD

SalNAS-XL + Self-KD

Reported on 21 benchmarks across 3 tasks · 1 paper · 9 SOTA

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

Computer Vision21 results

Saliency DetectiononSALICON
IG· 2024-07-29
0.913
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency DetectiononSALICON
NSS· 2024-07-29
2.019
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency DetectiononSALICON
sAUC· 2024-07-29
0.749
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency PredictiononSALICON
IG· 2024-07-29
0.913
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency PredictiononSALICON
NSS· 2024-07-29
2.019
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency PredictiononSALICON
sAUC· 2024-07-29
0.749
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Few-Shot Transfer Learning for Saliency PredictiononSALICON
IG· 2024-07-29
0.913
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Few-Shot Transfer Learning for Saliency PredictiononSALICON
NSS· 2024-07-29
2.019
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Few-Shot Transfer Learning for Saliency PredictiononSALICON
sAUC· 2024-07-29
0.749
SOTA
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency DetectiononSALICON
AUC· 2024-07-29
0.87
best: 0.876 (SUM)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency DetectiononSALICON
CC· 2024-07-29
0.909
best: 0.911 (TempSAL)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency DetectiononSALICON
KLD· 2024-07-29
0.195
best: 0.373 (TranSalNet)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency DetectiononSALICON
SIM· 2024-07-29
0.796
best: 0.804 (SUM)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency PredictiononSALICON
AUC· 2024-07-29
0.87
best: 0.876 (SUM)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency PredictiononSALICON
CC· 2024-07-29
0.909
best: 0.911 (TempSAL)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency PredictiononSALICON
KLD· 2024-07-29
0.195
best: 0.373 (TranSalNet)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Saliency PredictiononSALICON
SIM· 2024-07-29
0.796
best: 0.804 (SUM)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Few-Shot Transfer Learning for Saliency PredictiononSALICON
AUC· 2024-07-29
0.87
best: 0.876 (SUM)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Few-Shot Transfer Learning for Saliency PredictiononSALICON
CC· 2024-07-29
0.909
best: 0.911 (TempSAL)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Few-Shot Transfer Learning for Saliency PredictiononSALICON
KLD· 2024-07-29
0.195
best: 0.373 (TranSalNet)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062
Few-Shot Transfer Learning for Saliency PredictiononSALICON
SIM· 2024-07-29
0.796
best: 0.804 (SUM)
SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation arXiv:2407.20062