Madhya Pradesh High Court

Standard normalization procedures in multi-shift examinations are legally valid and immune from judicial interference.

Lokendra Singh Bais vs The Professional Examination Board Madhya Pradesh

Madhya Pradesh High CourtJUDGMENT: March 24, 20262 MIN READSOURCE JUDGMENT
THE ORIGINAL LAWLENS SUMMARY
01

Facts

The petitioner appeared for an examination conducted by the Professional Examination Board, Madhya Pradesh.

Source reference: p.1

He was awarded 89.52 marks after the normalization process was applied.

Source reference: p.1

The petitioner approached the High Court under Article 226 of the Constitution, seeking a direction to the respondent to round off his marks to 90.00 based on the law cited in his representations.

Source reference: p.1

The court noted that the core controversy regarding the adjustment of marks post-normalization had been previously adjudicated in Lakhan Singh v. State of M.P. (W.P. No. 3826/2018).

Source reference: p.2

In that precedent, a candidate's raw marks of 74 were reduced to 71.89 following normalization, which the court upheld.

Source reference: p.2
02

Issues

1. Whether the respondent is legally obligated to round off the petitioner’s normalized marks from 89.52 to 90.00.

Source reference: p.1

2. Whether the normalization process adopted by the Professional Examination Board for multi-shift examinations is valid and beyond judicial interference.

Source reference: p.2 / p.6
03

Law Applied

The court primarily applied Clause 2.13 (b) of the examination rule book, which prescribes the normalization of marks for examinations conducted in multi-shifts.

Source reference: p.2

The court relied on the precedent of Manoj Choudhary & Others v. Home Department (Police) & Others (W.P. No. 8083/2016), which established that normalization is a standard, scientifically accepted process used by institutions like IITs and IIMs to ensure parity when different question sets are used.

Source reference: p.6

The court further upheld the principle that expert committee decisions regarding model answer keys and technical evaluation processes should not be disturbed unless proven arbitrary.

Source reference: p.7
04

Reasoning

The court reasoned that because the examination was conducted across multiple shifts, the use of a normalization formula was mandatory under Clause 2.13 (b) of the rule book to maintain fairness.

Source reference: p.2, p.5

The court referred to a detailed technical report from the Indian Institute of Management (IIM), Indore, which had previously scrutinized the Board’s normalization methodology and found no defects.

Source reference: p.6

The court observed that the petitioner’s demand to round off his marks to 90.00 was inconsistent with the established scientific process of normalization, which often results in fractional scores.

Source reference: p.2, p.7

Since the normalization process is standard and had been judicially vetted in previous cases, the court found that the final score awarded by the Board was correct and did not warrant interference under Article 226.

Source reference: p.6-7

As the petitioner failed to rebut the technical validity of the process, the court found no grounds to grant the relief.

Source reference: p.7
05

Holding

The court answered the issues in the negative, holding that the normalization process is legally valid and the resulting marks are final.

Following the ratio in Lakhan Singh v. State of M.P. and Manoj Choudhary v. Home Department, the court held that the petitioner is not entitled to have his marks rounded off or manually adjusted.

Source reference: p.7-8

The writ petition was dismissed.

Source reference: p.8
Madhya Pradesh High Court

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Lokendra Singh BaisvsThe Professional Examination Board Madhya Pradesh

Madhya Pradesh High Court · March 24, 2026

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