Only against attacks from above
Adjudicating cover is the task of the DM, so ask your DM how they handle it. However this is unlikely to work against most attackers. The cover rules (p. 196 PHB) state:
A target can benefit from cover only when an attack or other effect originates on the opposite side of the cover. (...) A target has half cover if an obstacle blocks at least half of its body.
The spell creates
a circular, horizontal plane of force, 3 feet in diameter and 1 inch thick, that floats 3 feet above the ground
The pane of force is horizontal. If your attackers are on the ground then their attacks come mostly from the side, and the disc is not a barrier between you and them for most attacks. You are not on the opposite site of it, and it is not blocking at least half of your body. 1
However, against attacks from above, say from a flying manticore's tail spikes, this tactic could work. The DM might consider a large, tall creature like an Ogre also having difficulty to hit you and give cover, also that is a much less clear-cut case.
Depending on the size of your character, you will be in an awkward crouched or lying position, and the DM may impose Disadvantage to counterattacks you undertake, on the grounds that shooting a bow, throwing a javelin or making magical gestures to cast firebolt in such a position constitutes difficult circumstances if crouching, or you would be in the prone condition, if lying, which likewise imposes Disadvantage on your attacks2.
The DM might also rule you are prone if kneeling or crouching, even though prone usually is defined as lying on the ground (p. 190 PHB), as there are no specific rules for how to handle a kneeling or crouching creature, and prone is maybe closer to it than standing. As stated in the opening paragraph, a lot will be up to the DM here to decide.
1 The disk is created in an unoccupied space but nothing later on stops creatures from moving i to its space, or from transporting a creature on the disk, or from sliding under it. It also blocks objects or line of effect, or you could not put anything on it to transport.
2 Prone technically also provides advantage against ranged attacks, which would be yet another benefit on top of cover; however the idea behind this is that you normally present much less of a target to a ranged attacker when lying down. While the rules do not handle it explicitly, that would not really be the case against a flying attacker trying to hit you from above, so be prepared that your DM might rule that prone does not give you this advantage in cases like this.