模型

factor

RMSE↓

PSNR↑

SAM↓

SSIM↑

ERGAS↓

IR-TenSR

4

0.0258

36.5985

7.3441

0.8561

4.2324

MSSJFL

4

0.0492

23.3330

15.3268

0.8667

16.4339

SSFCNN

4

0.0853

17.2016

41.9369

0.5235

22.6243

DBDEnet

4

0.1022

16.3639

32.7977

0.5827

18.0733

SSRNET

4

0.0186

30.2156

10.0815

0.9413

7.0849

MSDCNN

4

0.0129

33.7001

6.7907

0.9689

4.6218

DARN

4

0.0129

33.8513

6.5151

0.9701

4.3708

HyperPNN

4

0.0135

33.5500

6.5497

0.9686

4.4918

TFNet

4

0.0131

33.8374

6.5574

0.9697

4.4302

DHIF

4

0.0118

35.9862

6.2018

0.9786

4.1300

IR-TenSR

8

0.0332

33.5185

10.0813

0.7578

6.7536

MSSJFL

8

0.0621

21.4680

17.4525

0.8490

20.8893

SSFCNN

8

0.0774

18.0555

37.5294

0.5927

20.6615

DBDEnet

8

0.1325

13.3770

38.8602

0.4431

41.0272

SSRNET

8

0.0200

29.8615

9.5743

0.9340

7.6581

MSDCNN

8

0.0172

31.5757

7.6856

0.9544

5.6150

DARN

8

0.0173

31.6330

7.6248

0.9544

5.5722

HyperPNN

8

0.0175

31.5968

7.4643

0.9540

5.5135

TFNet

8

0.0176

31.6751

7.2792

0.9540

5.3983

DHIF

8

0.0156

34.5439

7.1082

0.9603

4.9803

IR-TenSR

16

0.0391

30.0060

13.4068

0.6153

9.4932

MSSJFL

16

0.0540

21.5190

18.2255

0.8036

21.7359

SSFCNN

16

0.0786

17.8297

39.9639

0.5228

22.0164

DBDEnet

16

0.1355

12.7891

46.0543

0.4229

33.8694

SSRNET

16

0.0248

28.3757

10.6454

0.9101

8.6331

MSDCNN

16

0.0228

29.3348

9.0760

0.9294

7.3709

DARN

16

0.0227

29.6359

8.7905

0.9322

6.9686

HyperPNN

16

0.0223

29.7222

8.7463

0.9328

6.8227

TFNet

16

0.0241

29.2407

8.7071

0.9249

7.1436

DHIF

16

0.0203

30.8902

8.3547

0.9372

6.3705