diff --git a/README.md b/README.md
index a8b6079..135c45e 100644
--- a/README.md
+++ b/README.md
@@ -29,7 +29,7 @@ To reproduce the results in the paper,
 - `bash finetune/run_kinetics_train_ratio_experiments.sh`
 - `bash finetune/run_simclr_train_ratio_experiments.sh`
 - `bash finetune/run_mi-simclr_train_ratio_experiments.sh`
-- `bash finetune/run_mi-simclr-fo_train_ratio_experiments.sh`
+- `bash finetune/run_echoclr_train_ratio_experiments.sh`
 
 ## Citation
 
diff --git a/finetune/run_mi-simclr-fo_train_ratio_experiments.sh b/finetune/run_echoclr_train_ratio_experiments.sh
similarity index 100%
rename from finetune/run_mi-simclr-fo_train_ratio_experiments.sh
rename to finetune/run_echoclr_train_ratio_experiments.sh
diff --git a/ssl/run_ssl_experiments.sh b/ssl/run_ssl_experiments.sh
index b79dd83..4257994 100644
--- a/ssl/run_ssl_experiments.sh
+++ b/ssl/run_ssl_experiments.sh
@@ -29,11 +29,11 @@ python main.py \
     --clip_len 4 \
     --sampling_rate 1
 
-# MI-SimCLR+FO
+# EchoCLR
 python main.py \
     --data_dir /home/gih5/mounts/nfs_echo_yale/031522_echo_avs_preprocessed \
     --out_dir results \
-    --model_name mi-simclr-fo \
+    --model_name echoclr \
     --multi_instance \
     --frame_reordering \
     --batch_size 196 \