diff --git a/neurips23/README.md b/neurips23/README.md
index f97d0464..f15c2fae 100644
--- a/neurips23/README.md
+++ b/neurips23/README.md
@@ -130,18 +130,29 @@ To make the results available for post-processing, change permissions of the res
 sudo chmod 777 -R results/
 ```
 
+The following command will summarize all results files into a single csv file `res.csv` suitable for further processing. 
+
+```
+python data_export.py --out res.csv
+```
+
 To plot QPS vs recall, you can use `plot.py` as follows:
 ```
 python plot.py --dataset yfcc-10M --neurips23track filter
 ```
 This will place a plot into the *results/* directory.
 Please note that you have to provide the correct competition track to the script.
+The following are plots generated on Azure Standard D8lds v5 (8 vCPUs and 16GB DRAM) VM.
 
-The following command will summarize all results files into a single csv file `res.csv` suitable for further processing. 
+**Sparse track**
+![sparse-full](https://github.com/harsha-simhadri/big-ann-benchmarks/assets/5590673/2009131b-c5fb-4ae3-a3bd-4b647672caef)
+
+**Filter track**
+![yfcc-10M](https://github.com/harsha-simhadri/big-ann-benchmarks/assets/5590673/09439f77-f1b1-49e4-a90d-05b5d6848375)
+
+**OOD track**
+![text2image-10M](https://github.com/harsha-simhadri/big-ann-benchmarks/assets/5590673/79850d1f-be61-4c2b-81ea-3b7b80179d1c)
 
-```
-python data_export.py --out res.csv
-```
 
 ### Starting_Your_Development