Leaderboard

Final passClean pass
AlgorithmSILogSqErrorRelAbsErrorReliRMSESILogSqErrorRelAbsErrorReliRMSE
Megadepth_unscaled [1] 0.653 0.7820.8722.4580.721 0.7980.8842.665
BTSREF_RVC [2] 0.503 3.7631.0730.3220.550 5.2841.2530.337
packnSFMHD_RVCR [3] 0.795 21.8402.4500.3890.765 26.2382.4580.386
RMDP_RVC [4] 0.539 0.6040.5730.4080.598 0.7390.6460.389
NeWCRFs_RVC [5] 2.160 2248.42320.4230.4681.908 1418.59417.5550.464
BIGPRE_RVC [6] 0.436 1.4400.7110.3170.453 1.4790.7800.315
MixBins_RVC [7] 0.338 0.9140.6110.2720.333 1.0050.6500.269
HABins [8] 0.307 0.6450.5360.2620.334 1.1920.6990.289
Bumblebee [9] 0.364 2.5810.6320.2840.256 0.9620.6070.268
Megatron_RVC [10] 0.312 0.9740.5440.2690.222 0.6670.5300.280
BIGPRE_RVC [11] 0.394 2.4730.9320.2680.383 2.2970.9880.281
MonoViT_RVC [12] 0.384 1.0920.6550.2760.410 1.2650.7440.281
Mono_CVD [13] 0.842 0.8870.7250.5960.729 0.7370.7050.541
ProMotion_depth [14] 0.462 0.3740.5420.3750.480 0.3770.5410.357
Pformer [15] 0.491 0.4610.5700.5140.541 0.5380.5940.486

References

  1. Anonymous submission

  2. Lee, Jin Han and Han, Myung-Kyu and Ko, Dong Wook and Suh, Il Hong. From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation (trained on RVC datasets by rabbitai). arXiv preprint arXiv:1907.10326, 2019

  3. Vitor Guizilini and Rares Ambrus and Sudeep Pillai and Allan Raventos and Adrien Gaidon. 3D Packing for Self-Supervised Monocular Depth Estimation. CVPR, 2020

  4. Anonymous submission

  5. Weihao Yuan, Xiaodong Gu, Zuozhuo Dai, Siyu Zhu, Ping Tan. NeW CRFs: Neural Window Fully-connected CRFs for Monocular Depth Estimation.

  6. Anonymous submission

  7. Anonymous submission

  8. Anonymous submission

  9. Anonymous submission

  10. Anonymous submission

  11. Anonymous submission

  12. Anonymous submission

  13. Anonymous submission

  14. Anonymous submission

  15. Anonymous submission