diff --git a/packages/client/hmi-client/src/components/workflow/ops/model-comparison/model-comparison-operation.ts b/packages/client/hmi-client/src/components/workflow/ops/model-comparison/model-comparison-operation.ts
index 4f6f99d61d..61e99b0844 100644
--- a/packages/client/hmi-client/src/components/workflow/ops/model-comparison/model-comparison-operation.ts
+++ b/packages/client/hmi-client/src/components/workflow/ops/model-comparison/model-comparison-operation.ts
@@ -8,6 +8,7 @@ export interface ModelComparisonOperationState extends BaseState {
 	notebookHistory: NotebookHistory[];
 	hasCodeRun: boolean;
 	comparisonImageIds: string[];
+	comparisonPairs: string[][];
 }
 
 export const ModelComparisonOperation: Operation = {
@@ -26,7 +27,8 @@ export const ModelComparisonOperation: Operation = {
 		const init: ModelComparisonOperationState = {
 			notebookHistory: [],
 			hasCodeRun: false,
-			comparisonImageIds: []
+			comparisonImageIds: [],
+			comparisonPairs: []
 		};
 		return init;
 	}
diff --git a/packages/client/hmi-client/src/components/workflow/ops/model-comparison/tera-model-comparison.vue b/packages/client/hmi-client/src/components/workflow/ops/model-comparison/tera-model-comparison.vue
index 1b5adef563..663e58253f 100644
--- a/packages/client/hmi-client/src/components/workflow/ops/model-comparison/tera-model-comparison.vue
+++ b/packages/client/hmi-client/src/components/workflow/ops/model-comparison/tera-model-comparison.vue
@@ -104,7 +104,7 @@
 				/>
 				<ul>
 					<li v-for="(image, index) in structuralComparisons" :key="index">
-						<label>Comparison {{ index + 1 }}</label>
+						<label>Comparison {{ index + 1 }}: {{ getTitle(index) }}</label>
 						<Image id="img" :src="image" :alt="`Structural comparison ${index + 1}`" preview />
 					</li>
 				</ul>
@@ -198,6 +198,7 @@ const code = ref(props.node.state.notebookHistory?.[0]?.code ?? '');
 const llmThoughts = ref<any[]>([]);
 const isKernelReady = ref(false);
 const contextLanguage = ref<string>('python3');
+const comparisonPairs = ref(props.node.state.comparisonPairs);
 
 const initializeAceEditor = (editorInstance: any) => {
 	editor = editorInstance;
@@ -218,6 +219,18 @@ function updateImagesState(operationType: string, newImageId: string | null = nu
 	emit('update-state', state);
 }
 
+function updateComparisonTitlesState(operationType: string, pairs: string[][] | null = null) {
+	const state = cloneDeep(props.node.state);
+	if (operationType === 'add' && pairs !== null) state.comparisonPairs = pairs;
+	else if (operationType === 'clear') state.comparisonPairs = [];
+	emit('update-state', state);
+}
+
+function getTitle(index: number) {
+	if (!comparisonPairs.value[index]) return '';
+	return `${comparisonPairs.value[index][0].replaceAll('_', ' ')} VS ${comparisonPairs.value[index][1].replaceAll('_', ' ')}`;
+}
+
 function updateCodeState() {
 	const state = saveCodeToState(props.node, code.value, true);
 	emit('update-state', state);
@@ -226,6 +239,7 @@ function updateCodeState() {
 function emptyImages() {
 	deleteImages(props.node.state.comparisonImageIds); // Delete images from S3
 	updateImagesState('clear'); // Then their ids can be removed from the state
+	updateComparisonTitlesState('clear');
 	structuralComparisons.value = [];
 }
 
@@ -248,6 +262,17 @@ function runCode() {
 	emptyImages();
 	updateCodeState();
 
+	kernelManager.sendMessage('get_comparison_pairs_request', {}).register('any_get_comparison_pairs_reply', (data) => {
+		const pairs = data.msg.content?.return?.comparison_pairs;
+		const state = cloneDeep(props.node.state);
+		if (pairs.length) {
+			updateComparisonTitlesState('add', pairs);
+			comparisonPairs.value = pairs;
+		} else if (state.comparisonPairs.length) {
+			comparisonPairs.value = state.comparisonPairs;
+		}
+	});
+
 	kernelManager
 		.sendMessage('execute_request', messageContent)
 		.register('display_data', (data) => {