Video Quality Enhancement on VVC sequences (test)
0.91Delta PSNRFine-Grained Degradation-Guided Sequential Inference
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=D, Sequence=BasketballPass2025.11 | 0.91 | 2.07 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=C, Sequence=BQMall2025.11 | 0.84 | 1.49 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=A, Sequence=PeopleOnStreet2025.11 | 0.82 | 1.33 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=B, Sequence=Kimino2025.11 | 0.79 | 1.33 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=D, Sequence=RaceHorses2025.11 | 0.66 | 1.98 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=E, Sequence=FourPeople2025.11 | 0.66 | 0.71 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=E, Sequence=KristenAndSara2025.11 | 0.65 | 0.56 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=D, Sequence=BQSquare2025.11 | 0.61 | 0.89 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Sequence=Average2025.11 | 0.6 | 1.15 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=A, Sequence=Traffic2025.11 | 0.59 | 0.88 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=B, Sequence=BasketballDrive2025.11 | 0.56 | 0.86 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=B, Sequence=ParkScene2025.11 | 0.55 | 1.47 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=B, Sequence=Cactus2025.11 | 0.54 | 1.06 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=D, Sequence=BlowingBubbles2025.11 | 0.54 | 1.84 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=42, Sequence=Average2025.11 | 0.51 | 1.18 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=E, Sequence=Johnny2025.11 | 0.5 | 0.4 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=C, Sequence=PartyScene2025.11 | 0.44 | 1.33 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=C, Sequence=BasketballDrill2025.11 | 0.44 | 0.79 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=C, Sequence=RaceHorses2025.11 | 0.39 | 1.13 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=32, Sequence=Average2025.11 | 0.39 | 0.62 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=22, Sequence=Average2025.11 | 0.36 | 0.23 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=37, Class=B, Sequence=BQTerrace2025.11 | 0.33 | 0.58 | |
| CRESNetQP=37, Class=D, Sequence=BQSquare2025.11 | 0.23 | 0.49 | |
| Fine-Grained Degradation-Guided Sequential InferenceQP=27, Sequence=Average2025.11 | 0.23 | 0.27 | |
| FBCNNQP=37, Class=D, Sequence=BasketballPass2025.11 | 0.21 | 0.67 | |
| FBCNNQP=37, Class=E, Sequence=FourPeople2025.11 | 0.21 | 0.37 | |
| FBCNNQP=37, Class=C, Sequence=BQMall2025.11 | 0.19 | 0.53 | |
| FBCNNQP=37, Class=E, Sequence=Johnny2025.11 | 0.19 | 0.25 | |
| FBCNNQP=37, Class=E, Sequence=KristenAndSara2025.11 | 0.19 | 0.29 | |
| FBCNNQP=37, Class=D, Sequence=BQSquare2025.11 | 0.18 | 0.42 | |
| CRESNetQP=37, Class=D, Sequence=BasketballPass2025.11 | 0.18 | 0.52 | |
| FBCNNQP=37, Class=C, Sequence=BasketballDrill2025.11 | 0.17 | 0.44 | |
| CRESNetQP=37, Class=C, Sequence=BasketballDrill2025.11 | 0.16 | 0.44 | |
| FBCNNQP=37, Class=B, Sequence=BasketballDrive2025.11 | 0.15 | 0.37 | |
| CRESNetQP=37, Class=E, Sequence=Johnny2025.11 | 0.15 | 0.19 | |
| FBCNNQP=37, Sequence=Average2025.11 | 0.15 | 0.4 | |
| FBCNNQP=42, Sequence=Average2025.11 | 0.15 | 0.55 | |
| CRESNetQP=37, Class=A, Sequence=Traffic2025.11 | 0.14 | 0.38 | |
| FBCNNQP=37, Class=D, Sequence=RaceHorses2025.11 | 0.14 | 0.49 | |
| FBCNNQP=37, Class=D, Sequence=BlowingBubbles2025.11 | 0.14 | 0.62 | |
| FBCNNQP=32, Sequence=Average2025.11 | 0.14 | 0.28 | |
| FBCNNQP=37, Class=A, Sequence=Traffic2025.11 | 0.13 | 0.35 | |
| FBCNNQP=37, Class=C, Sequence=RaceHorses2025.11 | 0.13 | 0.47 | |
| CRESNetQP=37, Class=D, Sequence=BlowingBubbles2025.11 | 0.13 | 0.55 | |
| CRESNetQP=37, Class=E, Sequence=FourPeople2025.11 | 0.13 | 0.29 | |
| FBCNNQP=37, Class=B, Sequence=Kimino2025.11 | 0.12 | 0.34 | |
| FBCNNQP=37, Class=C, Sequence=PartyScene2025.11 | 0.12 | 0.44 | |
| CRESNetQP=37, Class=D, Sequence=RaceHorses2025.11 | 0.12 | 0.37 | |
| FBCNNQP=27, Sequence=Average2025.11 | 0.12 | 0.17 | |
| CRESNetQP=42, Sequence=Average2025.11 | 0.12 | 0.47 | |
| FBCNNQP=37, Class=B, Sequence=Cactus2025.11 | 0.11 | 0.31 | |
| CRESNetQP=37, Class=C, Sequence=PartyScene2025.11 | 0.11 | 0.34 | |
| CRESNetQP=37, Sequence=Average2025.11 | 0.11 | 0.33 | |
| FBCNNQP=37, Class=A, Sequence=PeopleOnStreet2025.11 | 0.1 | 0.27 | |
| CRESNetQP=37, Class=C, Sequence=BQMall2025.11 | 0.1 | 0.37 | |
| CRESNetQP=27, Sequence=Average2025.11 | 0.1 | 0.14 | |
| CRESNetQP=32, Sequence=Average2025.11 | 0.1 | 0.23 | |
| CRESNetQP=37, Class=B, Sequence=Kimino2025.11 | 0.09 | 0.31 | |
| CRESNetQP=37, Class=E, Sequence=KristenAndSara2025.11 | 0.09 | 0.2 | |
| FBCNNQP=22, Sequence=Average2025.11 | 0.09 | 0.09 | |
| FBCNNQP=37, Class=B, Sequence=ParkScene2025.11 | 0.08 | 0.38 | |
| CRESNetQP=37, Class=B, Sequence=ParkScene2025.11 | 0.08 | 0.43 | |
| CRESNetQP=37, Class=C, Sequence=RaceHorses2025.11 | 0.08 | 0.33 | |
| FBCNNQP=37, Class=B, Sequence=BQTerrace2025.11 | 0.07 | 0.21 | |
| CRESNetQP=22, Sequence=Average2025.11 | 0.07 | 0.06 | |
| CRESNetQP=37, Class=B, Sequence=Cactus2025.11 | 0.06 | 0.26 | |
| CRESNetQP=37, Class=B, Sequence=BasketballDrive2025.11 | 0.05 | 0.18 | |
| CRESNetQP=37, Class=B, Sequence=BQTerrace2025.11 | 0.04 | 0.19 | |
| CRESNetQP=37, Class=A, Sequence=PeopleOnStreet2025.11 | 0.02 | 0.16 |