added more models

app.py

@@ -2,10 +2,10 @@ import gradio as gr
 import pandas as pd
 from css_html_js import custom_css
 
-TITLE = """<h1 align="center" id="space-title">🇲🇾 Malaysian Embedding Leaderboard</h1>"""
+TITLE = """<h1 align="center" id="space-title">🇲🇾 Malaysian RAG Embedding Leaderboard</h1>"""
 
 INTRODUCTION_TEXT = """
-📐 The 🇲🇾 Malaysian Embedding Leaderboard aims to track, rank and evaluate Top-k retrieval using embedding models. All notebooks at https://github.com/mesolitica/embedding-benchmarks, feel free to submit your own score at https://huggingface.co/spaces/mesolitica/Malaysian-Embedding-Leaderboard/discussions with link to the notebook.
+📐 The 🇲🇾 Malaysian RAG Embedding Leaderboard aims to track, rank and evaluate Top-k retrieval using embedding models. All notebooks at https://github.com/mesolitica/embedding-benchmarks, feel free to submit your own score at https://huggingface.co/spaces/mesolitica/Malaysian-Embedding-Leaderboard/discussions with link to the notebook.
 
 ## Dataset
 
@@ -52,27 +52,49 @@ open_source = [
         'lom.agc.gov.my top-5': 0.1717699775952203,
         'lom.agc.gov.my top-10': 0.23089370176748816,
     },
+    {
+        'model': '[mistral-embedding-191m-8k-contrastive](https://huggingface.co/mesolitica/mistral-embedding-191m-8k-contrastive)',
+        'Crossref Melayu top-1': 0.08001654088700506,
+        'Crossref Melayu top-3': 0.17378269409697095,
+        'Crossref Melayu top-5': 0.232192701333609,
+        'Crossref Melayu top-10': 0.32482166856197664,
+        'lom.agc.gov.my top-1': 0.041075429424943986,
+        'lom.agc.gov.my top-3': 0.09148618371919343,
+        'lom.agc.gov.my top-5': 0.12758277321384118,
+        'lom.agc.gov.my top-10': 0.18707991038088126,
+    },
+    {
+        'model': '[mistral-embedding-349m-8k-contrastive](https://huggingface.co/mesolitica/mistral-embedding-349m-8k-contrastive)',
+        'Crossref Melayu top-1': 0.09045797580895276,
+        'Crossref Melayu top-3': 0.18742892587615012,
+        'Crossref Melayu top-5': 0.2444949860436266,
+        'Crossref Melayu top-10': 0.3398118474103174,
+        'lom.agc.gov.my top-1': 0.039581777445855115,
+        'lom.agc.gov.my top-3': 0.08849887976101568,
+        'lom.agc.gov.my top-5': 0.12335075927308937,
+        'lom.agc.gov.my top-10': 0.18558625840179238,
+    },
     {
         'model': '[llama2-embedding-600m-8k-contrastive](https://huggingface.co/mesolitica/llama2-embedding-600m-8k)',
-        'Crossref Melayu top-1': 0.11015162164875991,
-        'Crossref Melayu top-3': 0.23707199518023897,
-        'Crossref Melayu top-5': 0.30916758710713926,
-        'Crossref Melayu top-10': 0.4196204438196606,
-        'lom.agc.gov.my top-1': 0.05414488424197162,
-        'lom.agc.gov.my top-3': 0.11600697037590242,
-        'lom.agc.gov.my top-5': 0.16143888473985563,
-        'lom.agc.gov.my top-10': 0.23823749066467514,
+        'Crossref Melayu top-1': 0.11516592577276956,
+        'Crossref Melayu top-3': 0.2412901891863951,
+        'Crossref Melayu top-5': 0.3201695440918019,
+        'Crossref Melayu top-10': 0.4337847617078466,
+        'lom.agc.gov.my top-1': 0.05738113019666418,
+        'lom.agc.gov.my top-3': 0.12571570823998007,
+        'lom.agc.gov.my top-5': 0.16455065969629076,
+        'lom.agc.gov.my top-10': 0.24446104057754542,
     },
     {
         'model': '[llama2-embedding-1b-8k-contrastive](https://huggingface.co/mesolitica/llama2-embedding-1b-8k)',
-        'Crossref Melayu top-1': 0.16306858118284967,
-        'Crossref Melayu top-3': 0.32824580781202933,
-        'Crossref Melayu top-5': 0.41409780098403454,
-        'Crossref Melayu top-10': 0.5312782407872276,
-        'lom.agc.gov.my top-1': 0.08824993776450087,
-        'lom.agc.gov.my top-3': 0.17836694050286284,
-        'lom.agc.gov.my top-5': 0.2399800846402788,
-        'lom.agc.gov.my top-10': 0.3343291013193926,
+        'Crossref Melayu top-1': 0.16489196733174816,
+        'Crossref Melayu top-3': 0.3281298459629898,
+        'Crossref Melayu top-5': 0.42623798201178537,
+        'Crossref Melayu top-10': 0.5487439263930528,
+        'lom.agc.gov.my top-1': 0.09123724172267862,
+        'lom.agc.gov.my top-3': 0.18309683843664426,
+        'lom.agc.gov.my top-5': 0.24271844660194175,
+        'lom.agc.gov.my top-10': 0.3354493403037092,
     },
 ]