diff --git a/doc/scripts/baselines.sh b/doc/scripts/baselines.sh
index 7db50dfb724a144f3b29fb82cbd5160682a89462..98718fb37bb2b9fddb2d499bd2feb8da54d8577e 100755
--- a/doc/scripts/baselines.sh
+++ b/doc/scripts/baselines.sh
@@ -3,8 +3,8 @@
 # Runs all of our baselines
 
 # set output directory and location of "bob" executable
-OUTDIR=/idiap/temp/aanjos/binseg/baselines-with-validation
-BOB=/idiap/user/aanjos/work/bob/bob.ip.binseg/bin/bob
+OUTDIR=/path/where/to/dump/results
+BOB=/path/to/bob
 
 # run <modelconfig> <dbconfig> <batchsize> [<device> [<queue>]]
 function run() {
@@ -23,23 +23,23 @@ function run() {
 # run/submit all baselines
 # comment out from "sgpu/gpu" to run locally
 # comment out from "cuda:0" to run on CPU
-run m2unet drive 16 cuda:0 sgpu
-run hed drive 8 cuda:0 sgpu
-run driu drive 8 cuda:0 sgpu
-run unet drive 4 cuda:0 sgpu
-run m2unet stare 6 cuda:0 sgpu
-run hed stare 4 cuda:0 sgpu
-run driu stare 5 cuda:0 sgpu
-run unet stare 2 cuda:0 sgpu
-run m2unet chasedb1 6 cuda:0 sgpu
-run hed chasedb1 4 cuda:0 sgpu
-run driu chasedb1 4 cuda:0 sgpu
-run unet chasedb1 2 cuda:0 sgpu
-run m2unet hrf 1 cuda:0 gpu
-run hed hrf 1 cuda:0 gpu
-run driu hrf 1 cuda:0 gpu
-run unet hrf 1 cuda:0 gpu
-run m2unet iostar-vessel 6 cuda:0 sgpu
-run hed iostar-vessel 4 cuda:0 sgpu
-run driu iostar-vessel 4 cuda:0 sgpu
-run unet iostar-vessel 2 cuda:0 sgpu
+run m2unet drive         16 cuda:0 sgpu
+run hed    drive          8 cuda:0 sgpu
+run driu   drive          8 cuda:0 sgpu
+run unet   drive          4 cuda:0 sgpu
+run m2unet stare          6 cuda:0 sgpu
+run hed    stare          4 cuda:0 sgpu
+run driu   stare          5 cuda:0 sgpu
+run unet   stare          2 cuda:0 sgpu
+run m2unet chasedb1       6 cuda:0 sgpu
+run hed    chasedb1       4 cuda:0 sgpu
+run driu   chasedb1       4 cuda:0 sgpu
+run unet   chasedb1       2 cuda:0 sgpu
+run m2unet hrf            1 cuda:0  gpu
+run hed    hrf            1 cuda:0  gpu
+run driu   hrf            1 cuda:0  gpu
+run unet   hrf            1 cuda:0  gpu
+run m2unet iostar-vessel  6 cuda:0 sgpu
+run hed    iostar-vessel  4 cuda:0 sgpu
+run driu   iostar-vessel  4 cuda:0 sgpu
+run unet   iostar-vessel  2 cuda:0 sgpu