Image Compression
Image Compression is an application of data compression for digital images to lower their storage and/or transmission requirements.
Source: Variable Rate Deep Image Compression With a Conditional Autoencoder
Papers
No papers found.
All datasetskodakImageNet32BSDS500Caltech101Cars-196CIFAR-10FER2013Food-101Oxford-IIIT Pet DatasetPCamSTL-10
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | STF | BD-Rate over VTM-17.0 | -2.48 | — | Unverified |
| 2 | WACNN | BD-Rate over VTM-17.0 | -2.95 | — | Unverified |
| 3 | ELIC | BD-Rate over VTM-17.0 | -5.95 | — | Unverified |
| 4 | MLIC | BD-Rate over VTM-17.0 | -8.05 | — | Unverified |
| 5 | SegPIC | BD-Rate over VTM-17.0 | -8.18 | — | Unverified |
| 6 | LIC-TCM Large | BD-Rate over VTM-17.0 | -10.14 | — | Unverified |
| 7 | MLIC+ | BD-Rate over VTM-17.0 | -11.39 | — | Unverified |
| 8 | MLIC++ | BD-Rate over VTM-17.0 | -13.39 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | PNG | bpsp | 6.42 | — | Unverified |
| 2 | JPEG2000 | bpsp | 6.35 | — | Unverified |
| 3 | L3C | bpsp | 4.76 | — | Unverified |
| 4 | MS-PixelCNN | bpsp | 3.95 | — | Unverified |
| 5 | iFlow | bpsp | 3.88 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | RK-CCSNet | Average PSNR | 30.51 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Lossyless Compressor | Bit rate | 1,340 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Lossyless Compressor | Bit rate | 1,470 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Lossyless Compressor | Bit rate | 1,410 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SUDHEER | 10% | 1 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Lossyless Compressor | Bit rate | 1,270 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Lossyless Compressor | Bit rate | 1,210 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Lossyless Compressor | Bit rate | 1,490 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Lossyless Compressor | Bit rate | 1,340 | — | Unverified |