Drums

- Ensemble: MVSep Drums MelBand + SCNet XL + BS Roformer SW 14.35 SDR

- Ensemble: MVSep Drums Mel + MVSep Drums SCNet XL 13.70 SDR ~”Usually works the best” - dynamic64, but you might want to save intermediate files and split it into different fragments to get the best of both. Consider using instrumental model result as input.

- MVSep Drums SCNet XL, SDR 13.72 (drums only/other)

“Very hit or miss. When they're good they're really good, but when they're bad there's nothing you can do other than use a different model” - dynamic64

- BS-Roformer SW 14.05 SDR (e.g. the drums-only variant in MVSep Drums)

- MDX23 by ZFTurbo (fork by jarredou v2.4/+) 11.97 SDR (no drums-only variant, so 4 stems; sometimes better than the SW, esp. for drumsep)

- Huge-SCNet v1.2 model (4 stems) by Aname-Tommy 11.74 SDR

- BS-Roformer-DrumsOther-Duality | yaml by gilliaan | MK Colab fork 11.64 SDR (av. in testing ver. uvronline; a fullness dual model for drummers to have good other stem to play with, can work well with vocal isolation as preprocessor for the model, or as ensemble with the SCNet or SW to increase their fullness while it's not as accurate; SDR lower than MDX23; incompatible with UVR - only one stem is exported, use MSST for it)

- SCNet XL IHF model (4 stems) by ZFTurbo 11.58 SDR

- SCNet Masked XL IHF (4 stems) by ZFTurbo 11.38 SDR

- Demucs_ft 11.40 SDR (no drums-only variant, more “compressed” sound than MDX23)

 

Other models

- Drums only/other Mel-Roformer model by viperx on x-minus.pro (occasionally might work only with this link), 12.54 SDR

“compared to demucs_ft it was too muddy and had too much bleed at the same time

both MVSep and xminus” - isling

“I got some bad results (that could ruin the ensemble mode). On these tracks, uvronline [x-minus] melband drums model was giving better results” - jarredou
Previously the best

- Drums only/other SCNet Large (“x-minus’ Mel band drums model is better” - drypaintdealerundr)

- Drums only/other Mel-Roformer model by ZFTurbo only on mvsep.com, 12.76 SDR

(older ZF’s model)

 

- 1053 BS-Roformer drums/bass model by viperx in UVR Roformer beta or Colab.

Very good drums with bass in one stem model - use instrumental as input to avoid vocal residues)
More metrics for drums models.

 

- MVSep Percussion

 

- xlancelab Percussion (inference | model | HF inference / #2)

 

- MVSep Tambourine

 

- MVSep Timpani

 

- MVSep Congas

 

- MVSep Clap

 

Various lower SDR drum models here like:

- SCNet Tran by ZFTurbo 10.81 SDR

- SCNet Masked Small Weights by ZFTurbo 10.57 SDR

- DTTnet (MUSDB weights) by ZFTurbo 7.58 SDR

- BS-Roformer “MVSep Mega 53 Stems” by ZFTurbo model (1.27GB/77MB) | single models (less VRAM-hungry) - 1.27GB | Colab or MVSepless HF / HF CPU / Colab (you can pick which stems you want in MVSepless)